Modern Challenges in Learning Theory

Project Information

GENERALIZATION

Grant agreement ID: 101039692

DOI

10.3030/101039692

EC signature date 4 March 2022

Start date 1 September 2022

End date 31 August 2027

Funded under

• European Research Council (ERC)

Total cost

€ 1 433 750,00

EU contribution

€ 1 433 750,00

Coordinated by

TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY
Israel

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (1)

Data Management Plan

Drafting of Data Management Plan

Publications

Conference proceedings (13)

Universal Rates for Multiclass Learning

Author(s): Hanneke, Steve; Moran, Shay; Zhang, Qian
Published in: 2023
Publisher: PMLR 195
DOI: 10.48550/arxiv.2307.02066

The Bayesian Stability Zoo

Author(s): Moran, Shay; Schefler, Hilla; Shafer, Jonathan
Published in: 2023
Publisher: NeurIPS 2023
DOI: 10.48550/arxiv.2310.18428

List Online Classification

Author(s): Moran, Shay; Sharon, Ohad; Tsubari, Iska; Yosebashvili, Sivan
Published in: 2023
Publisher: PMLR 195
DOI: 10.48550/arxiv.2303.15383

On Differentially Private Online Predictions

Author(s): Kaplan, Haim; Mansour, Yishay; Moran, Shay; Nissim, Kobbi; Stemmer, Uri
Published in: 2023
Publisher: Research Gate
DOI: 10.48550/arxiv.2302.14099

A Trichotomy for Transductive Online Learning

Author(s): Hanneke, Steve; Moran, Shay; Shafer, Jonathan
Published in: 2023
Publisher: NeurIPS
DOI: 10.48550/arxiv.2311.06428

Boosting Simple Learners

Author(s): Alon, Noga; Gonen, Alon; Hazan, Elad; Moran, Shay
Published in: TheoretiCS, Vol Volume 2 (2023), 2021
Publisher: Cornell
DOI: 10.1145/3406325.3451030

Integral Probability Metrics PAC-Bayes Bounds

Author(s): Amit, Ron; Epstein, Baruch; Moran, Shay; Meir, Ron
Published in: 2022
Publisher: NeurIPS
DOI: 10.48550/arxiv.2207.00614

Replicability and stability in learning

Author(s): Chase, Zachary; Moran, Shay; Yehudayoff, Amir
Published in: 2023
Publisher: IEEE
DOI: 10.48550/arxiv.2304.03757

Local Borsuk-Ulam, Stability, and Replicability

Author(s): Zachary Chase; Bogdan Chornomaz; Shay Moran; Amir Yehudayoff
Published in: Crossref, 2024
Publisher: Association for Computing Machinery
DOI: 10.48550/arxiv.2311.01599

Differentially-Private Bayes Consistency

Author(s): Bousquet, Olivier; Kaplan, Haim; Kontorovich, Aryeh; Mansour, Yishay; Moran, Shay; Sadigurschi, Menachem; Stemmer, Uri
Published in: 2022
Publisher: Research Gate
DOI: 10.48550/arxiv.2212.04216

Multiclass Online Learning and Uniform Convergence

Author(s): Hanneke, Steve; Moran, Shay; Raman, Vinod; Subedi, Unique; Tewari, Ambuj
Published in: 2023, ISSN 5682-5696
Publisher: PMLR 195
DOI: 10.48550/arxiv.2303.17716

The unstable formula theorem revisited via algorithms

Author(s): Malliaris, Maryanthe; Moran, Shay
Published in: 2022
Publisher: Paper Whit Code
DOI: 10.48550/arxiv.2212.05050

Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs

Author(s): Filmus, Yuval; Hanneke, Steve; Mehalel, Idan; Moran, Shay
Published in: 2024
Publisher: NeurIPS
DOI: 10.48550/arxiv.2402.07453