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Optimization

14,983 papers

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Papers

Synchronous Refinement for Neural Machine Translation ACL 2022
Fast Few-shot Debugging for NLU Test Suites ACL 2022
Intrinsic Gradient Compression for Scalable and Efficient Federated Learning ACL 2022
What Do You Get When You Cross Beam Search with Nucleus Sampling? ACL 2022
Locality-Sensitive Hashing for Long Context Neural Machine Translation ACL 2022
Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022
The AISP-SJTU Simultaneous Translation System for IWSLT 2022 ACL 2022
Monte Carlo Tree Search for Interpreting Stress in Natural Language ACL 2022
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models ACL 2022
Distributionally Robust Recurrent Decoders with Random Network Distillation ACL 2022
Binary Encoded Word Mover’s Distance ACL 2022
Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL 2022
Neural String Edit Distance ACL 2022
On the Convergence of Decentralized Adaptive Gradient Methods ACML 2022
Probabilistic Adaptive Spatial-Temporal Regularized Correlation Filters for UAV Tracking ACML 2022
Robust computation of optimal transport by $β$-potential regularization ACML 2022
One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization ACML 2022
CVaR-Regret Bounds for Multi-armed Bandits ACML 2022
Sliced Wasserstein variational inference ACML 2022
EENAS: An Efficient Evolutionary Algorithm for Neural Architecture Search ACML 2022
Approximate Function Evaluation via Multi-Armed Bandits AISTATS 2022
SAN: Stochastic Average Newton Algorithm for Minimizing Finite Sums AISTATS 2022
Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods AISTATS 2022
Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022
Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning AISTATS 2022