Quick Overview: CRM Applied Mathematics Seminars / Séminaire de mathématiques appliquées Stephen ... Yusu Wang (UCSD) Graph Learning Meets Theoretical Computer ... Vitaly Feldman, IBM Almaden Computational Challenges in Machine Learning ...

Algorithmic Stability For Generalization Guarantees - Detailed Overview & Context

CRM Applied Mathematics Seminars / Séminaire de mathématiques appliquées Stephen ... Yusu Wang (UCSD) Graph Learning Meets Theoretical Computer ... Vitaly Feldman, IBM Almaden Computational Challenges in Machine Learning ... In the first part of the talk I describe how in my first startup we developed automated Jonathan Ullman, Northeastern University Optimization, Statistics and ... Speaker: Rebecca Willett Title: Off-the-shelf

Foundations of Responsible Computing (FORC 2021) Title: Machine Unlearning via Talk by Aurélien Bellet (now at Inria Lille) at ECML 2011. Learning Good Edit Similarities with Lorenzo Rosasco, MIT, University of Genoa, IIT 9.520/6.860S Statistical Learning Theory and Applications Class website: ... Computer Science/Discrete Mathematics Seminar I Topic: Privacy as Speaker: Anup Rao Research Scientist, Adobe Research Formerly, beloved YINS graduate student advised by Daniel Spielman ... Foundations of Responsible Computing (FORC 2021) Title: Lexicographically Fair Learning:

Author: Rachel Cummings, Katrina Ligett, Zhiwei Steven Wu, Aaron Roth, Kobbi Nissim.

Photo Gallery

Algorithmic stability for generalization guarantees in machine learning
A Necessary and Sufficient Stability Notion for Adaptive Generalization
Size (OOD) Generalization of Neural Models via Algorithmic Alignment
Off-the-shelf Algorithmic Stability
Understanding Generalization in Adaptive Data Analysis
ML4A 2021 - Tuomas Sandholm -  Configuring algorithms automatically: From practice to theory
Algorithmic Stability for Interactive Data Analysis
Rebecca Willett - Seminar - "Off-the-shelf Algorithmic Stability"
Machine Unlearning via Algorithmic Stability (5min)
Learning Good Edit Similarities with Generalization Guarantees
Class 16 - Generalization Error and Stability
Privacy as Stability, for Generalization - Katrina Legitt
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