Optimization

SeTformer Is What You Need for Vision and Language AAAI 2024 SGD vs GD: Rank Deficiency in Linear Networks NeurIPS 2024 Shadow Cones: A Generalized Framework for Partial Order Embeddings ICLR 2024 Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity NeurIPS 2024 Shaping the distribution of neural responses with interneurons in a recurrent circuit model NeurIPS 2024 Sharpened Lazy Incremental Quasi-Newton Method AISTATS 2024 Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization NeurIPS 2024 Sharpness-Aware Minimization and the Edge of Stability JMLR 2024 Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance NeurIPS 2024 SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning NAACL 2024 SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning NeurIPS 2024 ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization NeurIPS 2024 Shifted Interpolation for Differential Privacy ICML 2024 Should I try multiple optimizers when fine-tuning a pre-trained Transformer for NLP tasks? Should I tune their hyperparameters? EACL 2024 Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization NeurIPS 2024 Sidekick: In-Network Assistance for Secure End-to-End Transport Protocols NSDI 2024 Signatures meet dynamic programming: Generalizing Bellman equations for trajectory following L4DC 2024 Sign Rank Limitations for Inner Product Graph Decoders ICML 2024 Sign Value Constraint Decomposition for Efficient 1-Bit Quantization of Speech Translation Tasks Interspeech 2024 SILVER: Single-loop variance reduction and application to federated learning ICML 2024 Simple Minimax Optimal Byzantine Robust Algorithm for Nonconvex Objectives with Uniform Gradient Heterogeneity ICLR 2024 Simple Orthogonal Graph Representation Learning (Student Abstract) AAAI 2024 Simplifying Latent Dynamics with Softly State-Invariant World Models NeurIPS 2024 Simulation-Free Training of Neural ODEs on Paired Data NeurIPS 2024 Simulation of Graph Algorithms with Looped Transformers ICML 2024