Tom Waknine

PhD Student in Mathematics • Technion

mail : tom.waknine@campus.technion.ac.il / tomtiger6@gmail.com

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I am a PhD student at the Technion – Israel Institute of Technology, working under the supervision of Professor Shay Moran. My research is in learning theory, where I study abstract mathematical questions that explore the fundamental principles underlying machine learning.

Publications

List sample compression and uniform convergence
Steve Hanneke, Shay Moran, and Tom Waknine
COLT 2024

On reductions and representations of learning problems in euclidean spaces

Bogdan Chornomaz, Shay Moran, and Tom Waknine

STOC 2025

Spherical dimension

Bogdan Chornomaz, Shay Moran, Tom Waknine

COLT 2025

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness

Bogdan Chornomaz, Yonatan Koren, Shay Moran, and Tom Waknine

NeurIPS 2025 (Spotlight)

Margin in Abstract Spaces

Yair Ashlagi, Roi Livni, Shay Moran, and Tom Waknine

Manuscript

Avoiding Small Monochromatic Distances

Tom Waknine

PUMP Journal of Undergraduate Research