{"total":19,"rows":[{"id":"2505.13416","title":"Gluon: Making Muon & Scion Great Again! (Bridging Theory and Practice of LMO-based Optimizers for LLMs)","created":"2025-05-19","cited_by_count":72,"area":null},{"id":"2510.19933","title":"Beyond the Ideal: Analyzing the Inexact Muon Update","created":"2025-10-22","cited_by_count":27,"area":null},{"id":"2506.01913","title":"Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness","created":"2025-06-02","cited_by_count":17,"area":null},{"id":"2511.11466","title":"Non-Euclidean SGD for Structured Optimization: Unified Analysis and Improved Rates","created":"2025-11-14","cited_by_count":8,"area":null},{"id":"2506.00181","title":"On the Interaction of Batch Noise, Adaptivity, and Compression, under $(L_0,L_1)$-Smoothness: An SDE Approach","created":"2025-05-30","cited_by_count":4,"area":null},{"id":"2502.13482","title":"Smoothed Normalization for Efficient Distributed Private Optimization","created":"2025-02-19","cited_by_count":3,"area":null},{"id":"2503.00229","title":"Armijo Line-search Can Make (Stochastic) Gradient Descent Provably Faster","created":"2025-02-28","cited_by_count":3,"area":null},{"id":"2506.13710","title":"Gradient-Normalized Smoothness for Optimization with Approximate Hessians","created":"2025-06-16","cited_by_count":3,"area":null},{"id":"2510.22421","title":"Extragradient Method for $(L_0, L_1)$-Lipschitz Root-finding Problems","created":"2025-10-25","cited_by_count":3,"area":null},{"id":"2602.10697","title":"Fast and Large-Scale Unbalanced Optimal Transport via its Semi-Dual and Adaptive Gradient Methods","created":"2026-02-11","cited_by_count":2,"area":null},{"id":"2606.14560","title":"Free Heavy-Tailed Lunch for Muon: A Theoretical Justification of Empirical Success","created":"2026-06-12","cited_by_count":2,"area":null},{"id":"2508.06884","title":"Near-Optimal Convergence of Accelerated Gradient Methods under Generalized and $(L_0, L_1)$-Smoothness","created":"2025-08-09","cited_by_count":1,"area":null},{"id":"2603.22155","title":"RAMPAGE: RAndomized Mid-Point for debiAsed Gradient Extrapolation","created":"2026-03-23","cited_by_count":1,"area":null},{"id":"2509.08726","title":"Decentralized Stochastic Nonconvex Optimization under the $(L_0,L_1)$-Smoothness","created":"2025-09-10","cited_by_count":0,"area":null},{"id":"2601.03566","title":"Provably Convergent Decentralized Optimization over Directed Graphs under Generalized Smoothness","created":"2026-01-07","cited_by_count":0,"area":null},{"id":"2603.12512","title":"Byzantine-Robust Optimization under $(L_0, L_1)$-Smoothness","created":"2026-03-12","cited_by_count":0,"area":null},{"id":"2605.11850","title":"Constrained Stochastic Spectral Preconditioning Converges for Nonconvex Objectives","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2609.30276","title":"Why Clipping Matters in AdaGrad? Toward a High-Probability Theory under Generalized Smoothness","created":"2026-08-12","cited_by_count":0,"area":null},{"id":"2610.06070","title":"Last-Iterate Convergence Rate of Normalized Gradient Descent under H\\\"older Smoothness","created":"2026-10-05","cited_by_count":0,"area":null}],"next_cursor":null}