JMLR · @jmlr
715 followers · 328 posts · Server sigmoid.social
'Non-stationary Online Learning with Memory and Non-stochastic Control', by Peng Zhao, Yu-Hu Yan, Yu-Xiang Wang, Zhi-Hua Zhou.
http://jmlr.org/papers/v24/22-0218.html
#stochastic #regret #optimal
Published papers at TMLR · @tmlrpub
559 followers · 559 posts · Server sigmoid.social
Regret Bounds for Satisficing in Multi-Armed Bandit Problems
Thomas Michel, Hossein Hajiabolhassan, Ronald Ortner
Action editor: Branislav Kveton.
Published papers at TMLR · @tmlrpub
550 followers · 539 posts · Server sigmoid.social
DoCoM: Compressed Decentralized Optimization with Near-Optimal Sample Complexity
Chung-Yiu Yau, Hoi To Wai
Action editor: Lijun Zhang.
#optimization #optimal #complexity
New Submissions to TMLR · @tmlrsub
197 followers · 678 posts · Server sigmoid.social
Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling
New Submissions to TMLR · @tmlrsub
197 followers · 675 posts · Server sigmoid.social
Partial Optimal Transport for Support Subset Selection
#supervised #transport #optimal
Sebastian Lasse · @sl007
1674 followers · 5115 posts · Server digitalcourage.social
Hello #fedicamp people -
wanna do a workshop but do not know what about:
#optimal #onboarding
is a super hot topic.
[we are already doing 2 workshops, onboarding and federating wikidata were other desires but then it gets tiring …]
/ @m
#onboarding #optimal #fedicamp
New Submissions to TMLR · @tmlrsub
185 followers · 638 posts · Server sigmoid.social
DoCoM: Compressed Decentralized Optimization with Near-Optimal Sample Complexity
#optimization #optimal #complexity
Published papers at TMLR · @tmlrpub
524 followers · 479 posts · Server sigmoid.social
Online Min-max Problems with Non-convexity and Non-stationarity
Yu Huang, Yuan Cheng, Yingbin Liang, Longbo Huang
Action editor: Lijun Zhang.
#optimal #optimization #nonconvex
New Submissions to TMLR · @tmlrsub
182 followers · 617 posts · Server sigmoid.social
Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits
JMLR · @jmlr
680 followers · 286 posts · Server sigmoid.social
'Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start', by Riccardo Grazzi, Massimiliano Pontil, Saverio Salzo.
http://jmlr.org/papers/v24/22-1043.html
#minimization #optimization #optimal
#minimization #optimization #optimal
JMLR · @jmlr
671 followers · 260 posts · Server sigmoid.social
'Optimal Convergence Rates for Distributed Nystroem Approximation', by Jian Li, Yong Liu, Weiping Wang.
http://jmlr.org/papers/v24/21-1049.html
#distributed #ridge #optimal
Published papers at TMLR · @tmlrpub
519 followers · 429 posts · Server sigmoid.social
Optimum-statistical Collaboration Towards General and Efficient Black-box Optimization
Wenjie Li, Chi-Hua Wang, Guang Cheng, Qifan Song
Action editor: Roman Garnett.
#bandits #optimal #optimization
JMLR · @jmlr
672 followers · 255 posts · Server sigmoid.social
'Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection', by Wenhao Li, Ningyuan Chen, L. Jeff Hong.
http://jmlr.org/papers/v24/21-0818.html
#lasso #bandit #optimal
New Submissions to TMLR · @tmlrsub
175 followers · 529 posts · Server sigmoid.social
Stochastic Constrained DRO with a Complexity Independent of Sample Size
#optimization #optimal #stochastic
Published papers at TMLR · @tmlrpub
516 followers · 381 posts · Server sigmoid.social
Fast Treatment Personalization with Latent Bandits in Fixed-Confidence Pure Exploration
Newton Mwai Kinyanjui, Emil Carlsson, Fredrik D. Johansson
Action editor: Branislav Kveton.
#bandits #exploration #optimal
New Submissions to TMLR · @tmlrsub
169 followers · 481 posts · Server sigmoid.social
Optimum-statistical Collaboration Towards General and Efficient Black-box Optimization
#bandits #optimal #optimization
JMLR · @jmlr
650 followers · 174 posts · Server sigmoid.social
'Kernel-based estimation for partially functional linear model: Minimax rates and randomized sketches', by Shaogao Lv, Xin He, Junhui Wang.
http://jmlr.org/papers/v24/20-1461.html
#kernel #minimax #optimal
Published papers at TMLR · @tmlrpub
506 followers · 281 posts · Server sigmoid.social
Better Theory for SGD in the Nonconvex World
Ahmed Khaled, Peter Richtárik
TMLR certifications · @tmlrcert
111 followers · 16 posts · Server sigmoid.social
New #SurveyCertification:
Better Theory for SGD in the Nonconvex World
Ahmed Khaled, Peter Richtárik
#surveycertification #sgd #optimal #stochastic
New Submissions to TMLR · @tmlrsub
159 followers · 382 posts · Server sigmoid.social
Fast Treatment Personalization with Latent Bandits in Fixed-Confidence Pure Exploration
#bandits #exploration #optimal