Optimization & Theory

Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression ACML 2023 Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training CVPR 2023 FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices EMNLP 2023 Fast and Accurate Binary Neural Networks Based on Depth-Width Reshaping AAAI 2023 Fast as CHITA: Neural Network Pruning with Combinatorial Optimization ICML 2023 Fast Convergence in Learning Two-Layer Neural Networks with Separable Data AAAI 2023 Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective ICML 2023 Faster Adaptive Federated Learning AAAI 2023 Faster Projection-Free Augmented Lagrangian Methods via Weak Proximal Oracle AISTATS 2023 Faster Rates of Convergence to Stationary Points in Differentially Private Optimization ICML 2023 Fast Objective & Duality Gap Convergence for Non-Convex Strongly-Concave Min-Max Problems with PL Condition JMLR 2023 Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks AAAI 2023 Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding IJCAI 2023 FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER CVPR 2023 Feature learning in deep classifiers through Intermediate Neural Collapse ICML 2023 Feature learning via mean-field Langevin dynamics: classifying sparse parities and beyond NeurIPS 2023 Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples NeurIPS 2023 Feature selection and low test error in shallow low-rotation ReLU networks ICLR 2023 FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks ICML 2023 FIANCEE: Faster Inference of Adversarial Networks via Conditional Early Exits CVPR 2023 FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023 FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023 “Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text EMNLP 2023 Finding the Pillars of Strength for Multi-Head Attention ACL 2023 Fine-grained Expressivity of Graph Neural Networks NeurIPS 2023