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Daniel Kane

Full Professor, University of California, San Diego

4 papers at NeurIPS 2025

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Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Robust Regression of General ReLUs with Queries

#3200 · Ilias Diakonikolas, Daniel Kane, Mingchen Ma

We design the first efficient algorithm that solves the general agnostic ReLU regression with optimal query complexity

Information-Computation Tradeoffs for Noiseless Linear Regression with Oblivious Contamination

#5404 · Ilias Diakonikolas, Chao Gao, Daniel Kane, John Lafferty, Ankit Pensia

Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Replicable Distribution Testing

#3201 Spotlight · Ilias Diakonikolas, Jingyi Gao, Daniel Kane, Sihan Liu, Christopher Ye

We study replicable distribution testing.

Algorithms and SQ Lower Bounds for Robustly Learning Real-valued Multi-Index Models

#3105 Spotlight · Ilias Diakonikolas, Giannis Iakovidis, Daniel Kane, Lisheng Ren

We present a general algorithm for learning real-valued Multi-Index Models and matching Statistical Query lower bounds.