alonkipnis Goto Github PK

alonkipnis.github.io

amp

Seminar on approximate message passing

asta

Examples from Shumway and Stoffer’s

authattlib

Models for text classification and authorship attribution based on the Higher Criticism

authorshipdata

Data for authorship attribution projects

biblewordfreq

blahutarimoto

Python implementation of the Blahut-Arimoto algorithm to compute the Rate-Distortion of an i.i.d distribution

centsim

Centroid similarity

covid19

Simulation for spread of Covid19

detectlm

detect mixed AI-human text documents

dld

Theories of Deep Learning

freqtablehc

Two-sample Higher-Criticism test

google-research

Google Research

hc-phase-transition

Numerical experiment to observe the phase transition of the Higher Criticism

hcauthorship

Supplementary material for the paper ``Higher Criticism for Discriminating Word-Frequency Tables and Testing Authorship''

hchgsurvival

Code and data for the research paper on survival analysis using higher criticism

higher-criticism-test

Higher Criticism for statistical hypothesis testing

itnlm

Repository for the class Information-Theoretic Analysis of Language Models, Fall 2022/3

multiple-hypothesis-testing

methods for multiple testing in statistics

one-bit-mean-estimation

para-run

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

specter

SPECTER: Document-level Representation Learning using Citation-informed Transformers

stats235-hackathon-tukey

survival_rare_diff

Survival analysis with sensitivity to possible rare differences

twosamplebinomial

Two-sample testing for counts data

twosamplehc

Two-sample Higher Criticism test for frequency tables

whoissatoshi