2025 Poster "non-convex optimization" Papers
11 papers found
Attention layers provably solve single-location regression
Pierre Marion, Raphaël Berthier, Gérard Biau et al.
ICLR 2025posterarXiv:2410.01537
10
citations
Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates
Andrew Lowy, Daogao Liu
NeurIPS 2025posterarXiv:2506.12994
1
citations
Efficient Adaptive Federated Optimization
Su Hyeong Lee, Sidharth Sharma, Manzil Zaheer et al.
NeurIPS 2025posterarXiv:2410.18117
2
citations
Efficient Federated Learning against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients
Shiyuan Zuo, Xingrun Yan, Rongfei Fan et al.
NeurIPS 2025posterarXiv:2408.09539
3
citations
Machine Unlearning via Simulated Oracle Matching
Kristian G Georgiev, Roy Rinberg, Sam Park et al.
ICLR 2025poster
3
citations
Non-convex entropic mean-field optimization via Best Response flow
Razvan-Andrei Lascu, Mateusz Majka
NeurIPS 2025posterarXiv:2505.22760
1
citations
Non-Convex Tensor Recovery from Tube-Wise Sensing
Tongle Wu, Ying Sun
NeurIPS 2025poster
Quantum Speedups for Minimax Optimization and Beyond
Chengchang Liu, Zongqi Wan, Institute of Computing Jialin Zhang et al.
NeurIPS 2025poster
Revisiting Large-Scale Non-convex Distributionally Robust Optimization
Qi Zhang, Yi Zhou, Simon Khan et al.
ICLR 2025poster
1
citations
Spike-timing-dependent Hebbian learning as noisy gradient descent
Niklas Dexheimer, Sascha Gaudlitz, Johannes Schmidt-Hieber
NeurIPS 2025posterarXiv:2505.10272
1
citations
Unlocking Global Optimality in Bilevel Optimization: A Pilot Study
Quan Xiao, Tianyi Chen
ICLR 2025posterarXiv:2408.16087
4
citations