sparse model

Bit-Pruning: A Sparse Multiplication-Less Dot-Product ICLR 2023 Breaking through Deterministic Barriers: Randomized Pruning Mask Generation and Selection EMNLP 2023 CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness AAAI 2023 Efficient Personalized Federated Learning via Sparse Model-Adaptation ICML 2023 Exploring and Interacting with the Set of Good Sparse Generalized Additive Models NeurIPS 2023 Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective ICML 2023 G-SPEED: General SParse Efficient Editing MoDel EMNLP 2023 Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023 SIMPLE: A Gradient Estimator for k-Subset Sampling ICLR 2023 Sparse Token Transformer with Attention Back Tracking ICLR 2023 TJUNLP:System Description for the WMT23 Literary Task in Chinese to English Translation Direction EMNLP 2023 Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models EMNLP 2023 Beyond L1: Faster and Better Sparse Models with skglm NeurIPS 2022 Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints NeurIPS 2022 DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale ICML 2022 Differentially Private Model Compression NeurIPS 2022 EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models Interspeech 2022 Exploring the Whole Rashomon Set of Sparse Decision Trees NeurIPS 2022 Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model AAAI 2022 How Well Do Sparse ImageNet Models Transfer? CVPR 2022 On the Adversarial Robustness of Mixture of Experts NeurIPS 2022 On the Identifiability of Nonlinear ICA: Sparsity and Beyond NeurIPS 2022 Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients ICLR 2022 Robust Testing in High-Dimensional Sparse Models NeurIPS 2022 Sparse Double Descent: Where Network Pruning Aggravates Overfitting ICML 2022