Oren Bochman’s Blog
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Reviews
1973
🏒 Hockey Helmets, Concealed Weapons, and Daylight Saving – Binary Choices with Externalities
1989
Skeletonization: A Technique for Trimming the Fat from a Network via Relevance Assessment
1991
Simplifying Neural Networks by soft weight sharing
1998
On Learning To Become a Successful Loser
1999
2000
🤝 Costly Signaling and Cooperation
2005
🗣️ Talking to Neighbors: Evolution of Regional Meaning in Communication Games
2006
title
🧠 Technical Introduction: A primer on probabilistic inference
🧠 Theory-Based Bayesian Models of Inductive Learning and Reasoning
2007
The Evolution of Coding in signaling games
Goal Inference as Inverse Planning
2008
2009
Evolutionary dynamics of Lewis signaling games: signaling systems vs. partial pooling
2010
Signals: Signals: Evolution, Learning, and Information
2011
2012
Multi-column Deep Neural Networks for Image Classification
Improving Neural Networks by Preventing Co-Adaptation of Feature Detectors
ImageNet Classification with Deep Convolutional Neural Networks
2013
Simulation as an engine of physical scene understanding
NIN — Network in Network
Handwriting beautification using token means
2014
Dropout: A Simple Way to Prevent Neural Networks from Overfitting
Some dynamics of signaling games
VGGNet: Very Deep Convolutional Networks for Large-Scale Image Recognition
2015
Variational Inference with Normalizing Flows
sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings
2016
Shen Parsing RL
2017
🤝 Diversity Bonuses: How Diverse Teams Achieve Superior Results
️👮 Multi-agent Reinforcement Learning in Sequential Social Dilemmas
2018
Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input
Learning Shape Priors for Single-View 3D Completion and Reconstruction
2019
Linguistic generalization and compositionality in modern artificial neural networks
2020
ViT — An Image is worth 16x16 words: Transformers for Image Recognition at scale
Compositionality and Generalization in Emergent Languages
Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries
2021
Generally Capable Agents Emerge from Open-Ended Play
Emergent Communication of Generalizations
2022
2023
Temporal Abstraction in Reinforcement Learning with the Successor Representation
🦚 Honest Signalling Made Simple
2024
Tree Attention: Topology-Aware Decoding for Long-Context Attention on GPU Clusters
FontCLIP: A Semantic Typography Visual-Language Model for Multilingual Font Applications
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
MambaVision A Hybrid Mamba-Transformer Vision Backbone
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
2BP: 2-Stage Backpropagation
TheoremLlama An End-To-End Framework to Train a General-Purpose Large Language Model to Become a Lean4 Expert
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling
2025
Meta
Why bother reviewing papers?
Blog
Posts
2011
Tidy Text Mining With R
Text Mining With Python
Time management Tips
Text Mining With R
2012
Wikisym 2012
2013
life hacks
2014
2014 10 06 FinTech
2015
2015 02 07 Analytics Checklist
Analytics Checklist
2015 02 07 Optimal Bidding
2015 04 20 All Things Data
HotJar Heat Map Analysis - Dr. David Darmanin
Using Competitive Analysis to Benchmark Your Marketing Efforts Ariel Rosenstein - Similar Web
Using Competitive Analysis to Benchmark Your Marketing Efforts - Ariel Rosenstein - Similar Web
2016
Travel checklist
2017
2017 07 30 Experimental Design
A/B testing cost and risks?
2018
2018 01 16 BRAT
text annotation with BRAT
2019
2019 07 31 Exploding and Vanishing Nodes
Exploding and vanishing nodes.
2019 11 24 Keys to the Kingdom Extracting Api Keys from a Json File with Jq
Docker for data science
2020
brace expansion
2020 02 20 Avoid Cross Site Scriptin Errors with a Jupyter Local Runtime
How to avoid cross site scripting (XSS) errors with the Jupyter local runtime for Colab
2020 03 04 Pandas Challanges
Pandas Productivity Challenge?
2020 04 10 Pdf Extraction
2020 10 25 Deep Learning Relu Intutions
Deep Learning Intuitions
2020 11 29 Numpy Meltdown
numpy melt down
2020 12 30 Meme Bank
Meme bank
2021
Transfer learning in NLP
Excel 2019 for Marketing Statistics in pandas
Inlining Citations for Wikipedia articles
WaveNet
Storytelling and other essentials
Getting more from your agency ?
What is in a citation?
Stochastic Gradient Descent - The good parts
2021 03 21 Review of Effective Approaches to Attention Based Neural Machine Translation
Effective Approaches to Attention-based NMT
2021 03 21 Review of Language Models Are Open Knowledge Graphs
Language Models Are Open Knowledge Graphs
2021 04 03 Ruby Installation Snafus
Jekyll take 3
2021 04 06 Jekyll Mathjax 3.0 Fix
MathJax 3 fix for Jekyll hosted on Github pages
2021 04 07 Linkage
Linkage 2021-04-07
2021 04 07 Ten Tips to Improve Your Workflow
10 Tips To Improve Your Workflow
2021 04 08 Other People Problems
2021 04 09 Modeling Events
Modeling Events
2021 04 11 Lexical and Semantic Features
2021 04 24 Summerization
Automatic Summarization Task
2021 04 25 Bayesian Agent
Bayesian agents
2021 04 27 Wingrad Schema
Q&A and the Winograd schemas
2021 05 16 Mulitlevel Models
Multilevel Models
2021 05 18 Bayesian Betting
2021 05 29 Djvu to Pdf
Ebook Hacks
2021 06 10 Layout Models
TensorFlow probability
2021 07 01 Json Ld
json-ld
2021 07 14 Type Witness Evolving Idiom
A type of Witness and an evolving Idiom
2021 08 13 Hackathon Notes
Hackathon session link dumps & notes
2021 09 16 Python Graphs
Python Graphs
2021 11 08 Advanced ML Workflows
2021 11 12 Language Models and Explainability
Language models and explainability
2021 12 07 Attention for Sensor Fusion
Attention for sensor fusion
2022
2022 03 05 M1
Set Up M1 MacBooks for DS & ML
2022 04 01 Bandits
2022 05 05 Command Line
command line
2022 09 12 Robust Regression
2022 09 16 Adaptive Learning Rate
2022 09 16 Loss Engineering
2022 09 22 Entropy for Uncertainty Quantification
entropy for uncertainty quantification
2023
AutoGluon Cheetsheets
The Great Migration
2023-01-11-NLP-IL-Intuit Meetup
2023 02 01 Ds from Scratch
OLS regression From Scratch
2023 02 20 Ts Nonlinear
2023 02 28 NLP.IL Booking.com
Text2topic Leverage reviews data for multi-label topics classification in Booking.com
Validating NLP data and models
2023 03 01 Braindump
2023 03 01 Spark Emr
2023 03 08 Responsible AI
2023 04 11 Quarto Loves Psdocode
Quarto loves pseudocode
2023 04 22 Mcmc Algs
MCMC algorithms
2023 06 01 Spark
Spark Tips
2023 06 01 Synthesis and Stabilization
Summary: Synthesis and Stabilization of Complex Behaviors through Online Trajectory Optimization
S3 Series
2024
readings in rl
LLM and the missing link
ad hoc complex signaling systems
Shannon Game
OCR - Brain Dump
TL-DR rethinking 💭 topological alignment
two ideas on generalization
Deduction Evaluation
SuperLearner
Evolutionary Games and Population Dynamics Summary
D3.js in in Quarto Observable
A definition by Patrick Henry Winston
Is compositionality overrated? The view from language emergence
Vitter’s Algorithm
Lewis Signaling Game for PettingZoo
NLP with RL
Signals Experiment
Lewis Game from a Bayesian Perspective
Stumpy
Understanding Emergent Languages
More Sugar please
event generator
replay buffer questions
RAD REPL
Villeny pure and simple
OCR building blocks
Post With Code
LLM the good the bad and the ugly
Mesa Lessons
Transformations in Linguistic Representation
😁 Quarto 💖 Mermaid🧜 Mindmaps 🧠
Six quick tips to improve modeling
Fine-tune llm for Style and Grammar advice.
Sugar Scapes
2024 02 01 Quarto Bootstrap
2024 02 19 Rhetoric
Rhetoric NLP Tasks
2024 05 02 Signaling Games Tikz
2024 05 03 Urn Models
Urn models using Numpy
2024 05 04 Signals Bib
2024 05 09 Roth Erev RL
Roth Erev learning in Lewis signaling games
2024 06 01 Bayesian Agents
2024 06 11 Risk Constrained MDP
Risk-constrained Markov decision processes
2024 06 12 Logic Puzzles
2024 06 13 Hyper
Hyperparameter Optimization
2024 06 23 Zero Inflated Data
zero inflated data
2024 06 25 Mesa Rl
Mesa & RL
Misbehavior of Markets and Scaling in financial prices 1-4
Scaling in financial prices 3
Scaling in financial prices 2
Scaling in financial prices 4
Scaling in financial prices 1
2025
The roles of Partial pooling and mixed strategies in the Lewis signaling game
Rethinking Signaling systems via the lens of compositionality
The Referential Lewis Signaling Game
Books, Courses Tools
Engineering Reinforcement Learning Algorithms
Compositionality in Lewis signaling games and MARL transfer learning.
Emergent Languages
Complex Signals Questions
Planning in the Complex Lewis Game
Off-Policy Learning
A garden of forking paths
The Many Path To A Signaling System
Podcast
All Notes
Order By
Default
Date - Oldest
Date - Newest
Title
The roles of Partial pooling and mixed strategies in the Lewis signaling game
Today I posit a couple of questions on the Lewis signaling game.
Oren Bochman
Tuesday, March 11, 2025
Emergent Languages
A working paper on emergent languages
Oren Bochman
Tuesday, January 14, 2025
Planning in the Complex Lewis Game
Today I want to consider a couple of weak assumption about planning in the Complex Lewis game. Yet before I do I ought to revisit the basic form of the Lewis Signaling game…
Oren Bochman
Tuesday, January 14, 2025
The Referential Lewis Signaling Game
When I read a few papers using the referential Lewis signaling game I thought, this should be much faster for complex signaling games I use in my research. But when I got to…
Oren Bochman
Tuesday, January 14, 2025
A garden of forking paths
I’ve been thinking how to visualize learning the complex lewis games.
Oren Bochman
Saturday, January 11, 2025
Complex Signals Questions
Question: how can we use planning in the Lewis Signaling Game.
Oren Bochman
Monday, January 6, 2025
The Many Path To A Signaling System
The Garden of Forking Paths — Jorge Luis Borges
Oren Bochman
Sunday, January 5, 2025
Off-Policy Learning
RL is full of big words like “off-policy learning” and “importance sampling”. If big words scare you, you are not alone. But most of the ideas in RL are simple and…
Oren Bochman
Saturday, January 4, 2025
Rethinking Signaling systems via the lens of compositionality
In
(Skyrms 2010)
the author discusses the evolution of signaling systems and the emergence of language as well as the role of compositionality in the emergence of language…
Oren Bochman
Thursday, January 2, 2025
Lewis Signaling Game for PettingZoo
The above is a basic version of the Lewis Signaling Game implemented in PettingZoo. The game consists of a sender and one or more receivers.
Oren Bochman
Wednesday, January 1, 2025
Books, Courses Tools
An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.
Oren Bochman
Wednesday, January 1, 2025
Villeny pure and simple
So much has been written about capone, and gangster movies here is a little note on character building in Noir. Noir characters were often minmal stereotypes, but some…
Oren Bochman
Thursday, December 12, 2024
Misbehavior of Markets and Scaling in financial prices 1-4
Review of Mandelbrot’s papers on scaling in financial prices and his popular science book The (Mis)behaviour of Markets.
Oren Bochman
Monday, December 2, 2024
Scaling in financial prices 4
“In the Brownian model, such a high level of concentration has a probability so minute that it should never happen. Unfortunately for the model, it happens every decade.”
Oren Bochman
Sunday, December 1, 2024
Scaling in financial prices 3
In the paper “Scaling in financial prices: III. Cartoon Brownian Motions in Multifractal Time”
(Mandelbrot 2001)
Mandelbrot continus his exploration of fractal and…
Oren Bochman
Saturday, November 30, 2024
Scaling in financial prices 2
In the paper “Scaling in financial prices: II. Multifractals and the star equation”
(Mandelbrot 2001)
Mandelbrot continus his exploration of financial price scaling. He…
Oren Bochman
Friday, November 29, 2024
Scaling in financial prices 1
“The ideal market completely disregards those spikes—but a realistic model cannot.”
Oren Bochman
Thursday, November 28, 2024
Compositionality in Lewis signaling games and MARL transfer learning.
Compositionality
means different things to different people in different contexts, which is irksome to the student, renders researches prone to vagaries and foist unexpected…
Oren Bochman
Monday, October 14, 2024
Vitter’s Algorithm
This is the Vitter algorithm - an algorithm for encoding and decoding messages based on using Huffman prefix codes.
Oren Bochman
Friday, October 11, 2024
TL-DR rethinking 💭 topological alignment
Recently, I’ve been revisiting an old idea about creating a topological model of alignment. The machine translation task has been solved largely by using deep learning…
Oren Bochman
Tuesday, October 1, 2024
LLM the good the bad and the ugly
Early when I saw the first text by gpt2 I was intrigued that some of the researchers that did not get access to the early model and had to re-create the model based on just…
Oren Bochman
Monday, September 30, 2024
LLM and the missing link
The missing link is my name for a set of agents that should be able to edit wikipedia or at least to significantly reduce the effort needed to contribute to wikipedia.
Oren Bochman
Saturday, September 28, 2024
NLP with RL
supervised and unsupervised models are great for most NLP tasks, yet both approaches have their limitations. Supervised models require labeled data, which is usually in…
Oren Bochman
Friday, September 27, 2024
Deduction Evaluation
goal create a deduction data-set for evaluating reasoning capabilities of a man and machine.
Oren Bochman
Thursday, September 26, 2024
Fine-tune llm for Style and Grammar advice.
LLMs are amazing - can I fine tune a state of the art LLM like Lama 3.1 with what I consider to be very high quality writing from my private library content to create a…
Oren Bochman
Wednesday, September 25, 2024
Is compositionality overrated? The view from language emergence
A review of Marco Baroni’s talk on the emergence of languages and the role of compositionality in language evolution.
Oren Bochman
Sunday, September 1, 2024
Six quick tips to improve modeling
The following tips are from
(Gelman and Hill 2007)
Data Analysis Using Regression and Multilevel/Hierarchical Models by Andrew Gelman and Jennifer Hill.
Oren Bochman
Monday, August 26, 2024
Stumpy
Stumpy
(Law 2019)
is a powerful and scalable library for computing a matrix profile which can be used for a variety of time series data mining tasks.
Oren Bochman
Thursday, August 8, 2024
replay buffer questions
we should aim to keep full options traces in the buffer
Oren Bochman
Tuesday, July 2, 2024
two ideas on generalization
The first idea comes from looking at regression and hyperparameter optimization tasks
Oren Bochman
Monday, July 1, 2024
Mesa & RL
Ifs we can store state, action, reward trajectories (to a file) this would facilitate
Oren Bochman
Tuesday, June 25, 2024
zero inflated data
Zero inflated data is a type of data that has a large number of zero values.
Oren Bochman
Sunday, June 23, 2024
readings in rl
A list of RL-papers and resources that I have read or plan to read.
Oren Bochman
Tuesday, June 18, 2024
Hyperparameter Optimization
one the idea is for a set of Hyperparameters to find the best one.
Oren Bochman
Thursday, June 13, 2024
More Sugar please
In Sugar ad Astra I covered some research questions I had about Sugarscape. Today I’d like to mediate on some ideas I have for extending sugarscape to make it more of…
Oren Bochman
Tuesday, June 11, 2024
Risk-constrained Markov decision processes
by Vivek Borkar and Rahul Jain
Oren Bochman
Tuesday, June 11, 2024
Evolutionary Games and Population Dynamics Summary
I’ve recently come across a book called “Evolutionary Games and Population Dynamics” by Josef Hofbauer and Karl Sigmund.
Oren Bochman
Sunday, May 12, 2024
Roth Erev learning in Lewis signaling games
I wish now to implement learning in the Lewis signaling game. In the book some reinforcement learning RL algorithms are presented in some detail and a few variations are…
Oren Bochman
Thursday, May 9, 2024
Signals Experiment
some refactoring ideas:
Oren Bochman
Tuesday, May 7, 2024
ad hoc complex signaling systems
A deep dive into the complex signaling systems
Oren Bochman
Sunday, May 5, 2024
Shannon Game
In this note I want to start to explore one of my notions of compositionality of Lewis games with another game. In my thinking currently consider at least three senses for…
Oren Bochman
Thursday, May 2, 2024
Urn models using Numpy
“
There is a tendency in our planning to confuse the unfamiliar with the improbable.
The contingency we have not considered seriously looks strange; what looks strange is…
Oren Bochman
Thursday, May 2, 2024
RAD REPL
TODO: 1. [x] basic REPL 2. [x] command based class 3. [x] add task command 4. [x] list tasks command 5. [x] set current task command 6. [x] complete task command
Oren Bochman
Wednesday, May 1, 2024
Mesa Lessons
Implementing Sugarscape has some interesting lessons.
Oren Bochman
Sunday, March 31, 2024
Sugar Scapes
Agent movement rule
M
:
Oren Bochman
Sunday, March 31, 2024
OCR building blocks
split into:
Oren Bochman
Thursday, March 28, 2024
A definition by Patrick Henry Winston
Patrick Henry Winston provides a definition of AI. How he keeps expanding his definition as he goes along is thing of beauty. It expands organicaly to incorporate new ideas…
Oren Bochman
Sunday, March 3, 2024
OCR - Brain Dump
Working of OCR articles by
Susmith Reddy
Oren Bochman
Sunday, February 25, 2024
Rhetoric NLP Tasks
I recently have been annotating speeches following up on the edx a course on Rhetoric.
Oren Bochman
Saturday, February 17, 2024
😁 Quarto 💖 Mermaid🧜 Mindmaps 🧠
Quarto at last supports Mindmap charts using Mermaid charts.
Oren Bochman
Monday, February 12, 2024
Lewis Game from a Bayesian Perspective
Some thoughts on the Lewis signaling game
Oren Bochman
Monday, February 12, 2024
The Great Migration
some migration notes from Blooger to Jekyl to Quarto blog.
Oren Bochman
Tuesday, January 30, 2024
Post With Code
This is an obligatory post with executable code.
Oren Bochman
Sunday, January 28, 2024
SuperLearner
SuperLearner is an ensambeleing library.
Oren Bochman
Wednesday, January 10, 2024
Engineering Reinforcement Learning Algorithms
As I progressed though the RL specialization I came to realize that the research is mostly about coming up with a new algorithm that works better. This is tricky and so in…
Oren Bochman
Wednesday, January 10, 2024
Understanding Emergent Languages
Okay after taking a break, today I’ve been rethinking Complex Lewis signaling systems and the equilibria. I slow make progress in this area by considering a number of…
Oren Bochman
Thursday, January 4, 2024
D3.js in in Quarto Observable
So I’ve migrated my sample to Quarto – which supports
d3.js
via Observable and without the need for whack hacks
Oren Bochman
Tuesday, January 2, 2024
AutoGluon Cheetsheets
Autogluon is a auto-ml framework, here are three cheetsheet for accellerating data science workloads
Oren Bochman
Wednesday, December 20, 2023
Summary: Synthesis and Stabilization of Complex Behaviors through Online Trajectory Optimization
This paper was referenced by Drew Bagnell in the Coursera RL specilization for using simple quadratic approximation to learn a model in a continous control setting. The…
Oren Bochman
Thursday, June 1, 2023
Spark Tips
https://stackoverflow.com/questions/30245180/what-do-the-numbers-on-the-progress-bar-mean-in-spark-shell#:~:text=This%20progress%20indicator%20means%20that,number%20of%20task…
Oren Bochman
Thursday, June 1, 2023
MCMC algorithms
The procedure
MetropolisHastings
takes as input : - the target distribution
p(x)
, - the proposal distribution
q(x,y)
, - the initial sample
x_0
, and - the total number of…
Oren Bochman
Saturday, April 22, 2023
Quarto loves pseudocode
\begin{algorithm} \caption{Quicksort} \begin{algorithmic} \Procedure{Quicksort}{$A, p, r$} \If{$p < r$} \State $q = $ \Call{Partition}{$A, p, r$} \State…
Oren Bochman
Tuesday, April 11, 2023
Text2topic Leverage reviews data for multi-label topics classification in Booking.com
Having millions of customer reviews, we would like to better understand them and leverage this data for different use cases. For example, finding popular activities per…
Oren Bochman
Tuesday, February 28, 2023
Validating NLP data and models
NLP data, and unstructured data in general, is very hard to validate. Validating NLP data is a real challenge, as actions such as statistical analysis and segmentation…
Oren Bochman
Tuesday, February 28, 2023
Transformations in Linguistic Representation
In computational linguistics, using different representations can shed light on the structure of language. I’m considering how sentences can be depicted using parse trees or…
Oren Bochman
Wednesday, February 22, 2023
event generator
fake data
Oren Bochman
Thursday, February 16, 2023
OLS regression From Scratch
OLS regression is a method for estimating the parameters of a linear regression model. The goal is to find the line that best fits a set of data points. The line is…
Oren Bochman
Wednesday, February 1, 2023
entropy for uncertainty quantification
There is an e-commerce store. Every day it collects the
cost
,
sales
and
shelf price
for each product. Let’s say we also have to deduct a sales tax or value added tax say at…
Oren Bochman
Thursday, September 22, 2022
Wikisym 2012
Due to a kind grant by the WikiMedia Foundation I was able to attend Wikisym 2012 in Linz Austria what follows is my report on the event.
Oren Bochman
Tuesday, July 26, 2022
Set Up M1 MacBooks for DS & ML
Set Up M1 MacBooks for DS & ML
Oren Bochman
Thursday, May 5, 2022
command line
command line cheea sheet macos + zsh + git
Oren Bochman
Thursday, May 5, 2022
Meme bank
A meme is an idea, behavior, style, or usage that spreads from person to person within a culture. A meme bank would be a zoo for cataloging and breeding memes.
Oren Bochman
Thursday, December 30, 2021
Getting more from your agency ?
Getting more from your digital marketing agency, my five cents on picking your agency.
Oren Bochman
Monday, September 27, 2021
Excel 2019 for Marketing Statistics in pandas
Excel 2019 for Marketing Statistics in pandas
Oren Bochman
Friday, September 24, 2021
Language models and explainability
Language models and explainability
Oren Bochman
Friday, September 24, 2021
Attention for sensor fusion
Attention for sensor fusion
Oren Bochman
Friday, September 24, 2021
Storytelling and other essentials
Storytelling and other essentials,
Oren Bochman
Thursday, September 2, 2021
Stochastic Gradient Descent - The good parts
Stochastic Gradient Descent - The good parts
Oren Bochman
Sunday, August 29, 2021
WaveNet
The WaveNet paper is kind of old. Yet it seems to come up in various contexts. Some thoughts on this.
Oren Bochman
Sunday, August 29, 2021
Python Graphs
Python Graph Cookbook
Oren Bochman
Sunday, August 29, 2021
What is in a citation?
Creating Citation Web Components
Oren Bochman
Sunday, August 29, 2021
Hackathon session link dumps & notes
Wikipedia Hackathon notes
Oren Bochman
Friday, August 13, 2021
Inlining Citations for Wikipedia articles
An algorithm for Inlining Citations for Wikipedia articles.
Oren Bochman
Friday, August 13, 2021
Transfer learning in NLP
Transfer learning in NLP
Oren Bochman
Thursday, August 12, 2021
A type of Witness and an evolving Idiom
writing better code = writing more readable code.
Oren Bochman
Wednesday, July 14, 2021
json-ld
I’ve been excited about JSON-LD, when it came out as it offered a much cleaner way to do SEO. However It dawned on me later that it is also a geat format to worked with…
Oren Bochman
Thursday, July 1, 2021
TensorFlow probability
In a recent google ai blog post an transformer based autoencoder is shown that can be used to learn and generate document layouts.
Oren Bochman
Tuesday, June 1, 2021
Ebook Hacks
A number of djvu docs collected over a long time need to be convert them into pdf.
Oren Bochman
Saturday, May 29, 2021
Multilevel Models
Different Multilevel Models Types
Oren Bochman
Sunday, May 16, 2021
Q&A and the Winograd schemas
The classical Q&A task is fairly easy to solve. But how well does the IR system understand/model the data. The challenge to test this aspect of the system is to provide test…
Oren Bochman
Tuesday, April 27, 2021
Automatic Summarization Task
Concepts, slide commentaries and Lecture notes on Automatic text Summarization by Masa Nekic
Oren Bochman
Saturday, April 24, 2021
Bayesian agents
Let’s try to define a KR framework for a Bayesian agent.
Oren Bochman
Wednesday, April 14, 2021
Modeling Events
Modeling Events.
Oren Bochman
Friday, April 9, 2021
Language Models Are Open Knowledge Graphs
A review of the paper “Language Models are Open Knowledge Graphs” by Chenguang Wang, Xiao Liu, Dawn Song arXiv:2010.11967
Oren Bochman
Wednesday, April 7, 2021
Linkage 2021-04-07
Cleaning up my Tabs:
Oren Bochman
Wednesday, April 7, 2021
10 Tips To Improve Your Workflow
How to blog like a life-hacker.
Oren Bochman
Wednesday, April 7, 2021
Jekyll take 3
My attempts to get the jekyll version of this site to also build locally.
Oren Bochman
Sunday, April 4, 2021
MathJax 3 fix for Jekyll hosted on Github pages
Issues and workarounds for MatchJax 3.0.
Oren Bochman
Sunday, April 4, 2021
Effective Approaches to Attention-based NMT
Review of the paper on dot product attention for the deeplearning.ai NLP specialization.
Oren Bochman
Sunday, March 21, 2021
numpy melt down
numpy melt down.
Oren Bochman
Sunday, November 29, 2020
Deep Learning Intuitions
Stacking n-layers RELUS in a feed forward neural network is functionally equivalent to a set of nested inequalities.
Oren Bochman
Sunday, October 25, 2020
brace expansion
the bash shell supports brace expansion.
the idea is that the string before and after are concatenated with element in the braces
echo
"you won "
{two
,
three
,
four}
"…
Oren Bochman
Friday, June 12, 2020
Pandas Productivity Challenge?
Just a little rant on Pandas various contexts
Oren Bochman
Wednesday, March 4, 2020
How to avoid cross site scripting (XSS) errors with the Jupyter local runtime for Colab
So the trick is
Oren Bochman
Thursday, February 20, 2020
Docker for data science
Post description
Oren Bochman
Sunday, November 24, 2019
Exploding and vanishing nodes.
One paradgm is that the network could be dynamic. For such a model we want to be able to add and remove nodes. This could be an issue for networks that are engineered to…
Oren Bochman
Wednesday, July 31, 2019
text annotation with BRAT
BRAT is a rapid annotation tool. Its old no long maintained - the original developers seem to have moved on. Requests for RTL support have been largely ignored. Some…
Oren Bochman
Tuesday, January 16, 2018
A/B testing cost and risks?
A/B testing cost and risks and some recommendation.
Oren Bochman
Sunday, July 30, 2017
Travel checklist
Check if you need a visa
Check if yout passport is valid
Take care of reimbursement - if any
break in walking shoes 3 weeks before travel
Check if you need vaccinations
book…
Oren Bochman
Wednesday, December 14, 2016
HotJar Heat Map Analysis - Dr. David Darmanin
What are Heatmaps
Oren Bochman
Wednesday, April 20, 2016
Using Competitive Analysis to Benchmark Your Marketing Efforts Ariel Rosenstein - Similar Web
Mr Jerbi’s Background: Come to web analytics from academia Industry and Management - Scheduling and QA. Recalls that before it was bought by Google Urchin cost…
Oren Bochman
Monday, April 20, 2015
Using Competitive Analysis to Benchmark Your Marketing Efforts - Ariel Rosenstein - Similar Web
Ari is the Sr. Marketing Director at Similarweb
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Analytics Checklist
Desktop Design
Laptop Design
Tablet Design
Mobile Design
Mobile Opened Menu
Exit Popup Design
Validation Error Design
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life hacks
Health and supplements:
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Text Mining With Python
processing unknown tokens
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Text Mining With R
Computational Linguistics tasks:
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Tidy Text Mining With R
Computational Linguistics tasks:
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Time management Tips
Effective time management is crucial for success in both personal and professional life. With the right approach, you can achieve more in less time while maintaining a…
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Thursday, August 11, 2011
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Tidy Text Mining With R