Optimization

Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution NeurIPS 2022 BlockFlex: Enabling Storage Harvesting with Software-Defined Flash in Modern Cloud Platforms OSDI 2022 Blocking Influence at Collective Level with Hard Constraints (Student Abstract) AAAI 2022 BLOX: Macro Neural Architecture Search Benchmark and Algorithms NeurIPS 2022 BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach NeurIPS 2022 Boosting the Performance of Generic Deep Neural Network Frameworks with Log-supermodular CRFs NeurIPS 2022 Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation NeurIPS 2022 Bootstrapping ViTs: Towards Liberating Vision Transformers From Pre-Training CVPR 2022 Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization ICML 2022 Brain-Inspired Multilayer Perceptron With Spiking Neurons CVPR 2022 Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize NeurIPS 2022 Breaking the Convergence Barrier: Optimization via Fixed-Time Convergent Flows AAAI 2022 Bregman Gradient Policy Optimization ICLR 2022 Bregman Neural Networks ICML 2022 Bregman Power k-Means for Clustering Exponential Family Data ICML 2022 Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation IJCAI 2022 Bridging Recommendation and Marketing via Recurrent Intensity Modeling ICLR 2022 Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022 Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums ICML 2022 Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever NeurIPS 2022 CAFE: Learning To Condense Dataset by Aligning Features CVPR 2022 Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees NeurIPS 2022 Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022 Can We Train a Language Model Inside an End-to-End ASR Model? - Investigating Effective Implicit Language Modeling COLING 2022 CCCP is Frank-Wolfe in disguise NeurIPS 2022