Optimization

SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference ICCV 2023 SPANet: Frequency-balancing Token Mixer using Spectral Pooling Aggregation Modulation ICCV 2023 Sparse Bayesian optimization AISTATS 2023 Sparse GCA and Thresholded Gradient Descent JMLR 2023 Sparse Low-rank Adaptation of Pre-trained Language Models EMNLP 2023 SparseMAE: Sparse Training Meets Masked Autoencoders ICCV 2023 Sparse Modular Activation for Efficient Sequence Modeling NeurIPS 2023 Sparse Training with Lipschitz Continuous Loss Functions and a Weighted Group L0-norm Constraint JMLR 2023 Sparsity-Constrained Optimal Transport ICLR 2023 Spatially and Spectrally Consistent Deep Functional Maps ICCV 2023 SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data NeurIPS 2023 Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation EMNLP 2023 Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator IJCAI 2023 Spike Count Maximization for Neuromorphic Vision Recognition IJCAI 2023 SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem AAAI 2023 Spotlight News Driven Quantitative Trading Based on Trajectory Optimization IJCAI 2023 spred: Solving L1 Penalty with SGD ICML 2023 Spurious Valleys and Clustering Behavior of Neural Networks ICML 2023 Squeeze All: Novel Estimator and Self-Normalized Bound for Linear Contextual Bandits AISTATS 2023 SR-SRP: Super-Resolution based SRP-PHAT for Sound Source Localization and Tracking Interspeech 2023 SSF: Accelerating Training of Spiking Neural Networks with Stabilized Spiking Flow ICCV 2023 Stability and Generalization of lp-Regularized Stochastic Learning for GCN IJCAI 2023 Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems COLT 2023 Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm NeurIPS 2023 Stabilizing GANs’ Training with Brownian Motion Controller ICML 2023