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adaptivity

3 papers across 2 sessions

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Sample-Adaptivity Tradeoff in On-Demand Sampling
#3104 Spotlight · Nika Haghtalab, Omar Montasser, Mingda Qiao

We study the tradeoff between sample complexity and round complexity in on-demand sampling.

Poster Session 5

2 papers
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Adaptive Riemannian ADMM for Nonsmooth Optimization: Optimal Complexity without Smoothing
#712 · Kangkang Deng, Jiachen Jin, Jiang Hu, Hongxia Wang
Efficient Adaptive Federated Optimization
#713 · Su Hyeong Lee, Sidharth Sharma, Manzil Zaheer, Tian Li