Showing 1–20 of 267 results
/ Date/ Name
Sep 18, 2020Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal GeneralizationNov 13, 2018Exploring RNN-Transducer for Chinese Speech RecognitionMay 19, 2017The Landscape of Deep Learning AlgorithmsOct 11, 2016Near Optimal Adaptive Shortest Path Routing with Stochastic Links States under Adversarial AttackSep 12, 2020Communication-efficient Decentralized Machine Learning over Heterogeneous NetworksMar 27, 2022Mugs: A Multi-Granular Self-Supervised Learning FrameworkOct 12, 2020Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep LearningJun 28, 2021A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation LearningMay 8, 2013Magnetic Exchange Coupling and Anisotropy of 3d Transition-Metal Nanowire on the Surface of Graphyne SheetMay 25, 2015Towards Optimal Adaptive Wireless Communications in Unknown EnvironmentsJul 30, 2015Almost Optimal Energy-Efficient Cognitive Communications in Unknown EnvironmentsJul 18, 2012Magnetic Properties of Single Transition-Metal Atom Absorbed Graphdiyne and Graphyne SheetMay 28, 2018Understanding Generalization and Optimization Performance of Deep CNNsNov 13, 2018An Online Attention-based Model for Speech RecognitionJan 12, 2022Computational discovery of spin-polarized semimetals in spinel materialsFeb 17, 2016Secure Communication through Wireless-Powered Friendly Jamming: Jointly Online Optimization over Geography, Energy and TimeSep 11, 2024General Stacking Theory for Altermagnetism in Bilayer SystemsJun 30, 2020Theory-Inspired Path-Regularized Differential Network Architecture SearchNov 13, 2018Modality Attention for End-to-End Audio-visual Speech RecognitionNov 20, 2018Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds