Computational Statistics and Machine Learning unit @IIT

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emaballarin 

authored 2 papers 3 months ago

Understanding and inverse design of implicit bias in stochastic learning: a geometric perspective

Paper • 2601.06597 • Published Apr 4

RogueAI: A Reverse Turing Test for Detecting Licensed AI Deception in Dialogue

Paper • 2606.13310 • Published Jun 11

Danfoa 

published a dataset 6 months ago

CSML-IIT/symm_learning

Updated Apr 10 • 9

g-turri 

authored a paper 9 months ago

kooplearn: A Scikit-Learn Compatible Library of Algorithms for Evolution Operator Learning

Paper • 2512.21409 • Published Dec 24, 2025 • 2

g-turri 

updated a model about 1 year ago

CSML-IIT/encoderops

Updated Sep 25, 2025

g-turri 

updated a dataset over 1 year ago

CSML-IIT/encoderops

Updated Jun 16, 2025 • 22

g-turri 

published a dataset over 1 year ago

CSML-IIT/encoderops

Updated Jun 16, 2025 • 22

g-turri 

published a model over 1 year ago

CSML-IIT/encoderops

Updated Sep 25, 2025

emaballarin 

authored a paper almost 2 years ago

Driving Enhanced Exciton Transfer by Automatic Differentiation

Paper • 2411.17906 • Published Nov 26, 2024

emaballarin 

authored 2 papers over 3 years ago

Emergent representations in networks trained with the Forward-Forward algorithm

Paper • 2305.18353 • Published Mar 31, 2025

Blending adversarial training and representation-conditional purification via aggregation improves adversarial robustness

Paper • 2306.06081 • Published Oct 5, 2025