Optimization

SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation ACL 2024 Simultaneous Optimization of Bid Shading and Internal Auction for Demand-Side Platforms AAAI 2024 SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations ICLR 2024 Sing it, Narrate it: Quality Musical Lyrics Translation EMNLP 2024 Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions NeurIPS 2024 Single-Model Attribution of Generative Models Through Final-Layer Inversion ICML 2024 Single-Trajectory Distributionally Robust Reinforcement Learning ICML 2024 Sinkhorn Distance Minimization for Knowledge Distillation COLING 2024 SINR: Spline-enhanced implicit neural representation for multi-modal registration MIDL 2024 Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection ICML 2024 Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information NeurIPS 2024 Sketched Newton Value Iteration for Large-Scale Markov Decision Processes AAAI 2024 Sketching for Distributed Deep Learning: A Sharper Analysis NeurIPS 2024 Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning NeurIPS 2024 Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills ICML 2024 SkipPredict: When to Invest in Predictions for Scheduling NeurIPS 2024 skscope: Fast Sparsity-Constrained Optimization in Python JMLR 2024 Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover NeurIPS 2024 SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models NeurIPS 2024 Sliced Wasserstein Estimation with Control Variates ICLR 2024 Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates ICML 2024 SlimGPT: Layer-wise Structured Pruning for Large Language Models NeurIPS 2024 SLiM: Speculative Decoding with Hypothesis Reduction NAACL 2024 SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization NeurIPS 2024 SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining NeurIPS 2024