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Optimization

341 directly classified papers

Papers per year

Papers

Variance-Reduced Gradient Estimation via Noise-Reuse in Online Evolution Strategies NIPS 2023
Symbolic Discovery of Optimization Algorithms NIPS 2023
Triple Eagle: Simple, Fast and Practical Budget-Feasible Mechanisms NIPS 2023
Universal Online Learning with Gradient Variations: A Multi-layer Online Ensemble Approach NIPS 2023
Real-Time 6K Image Rescaling With Rate-Distortion Optimization CVPR 2023
Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation EMNLP 2023
Online Ad Procurement in Non-stationary Autobidding Worlds NIPS 2023
T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization NIPS 2023
Certification of Distributional Individual Fairness NIPS 2023
Non-Convex Bilevel Optimization with Time-Varying Objective Functions NIPS 2023
SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization CVPR 2023
Reshaping State-Space Search: From Dominance to Contrastive Analysis AAAI 2023
D-CIPHER: Discovery of Closed-form Partial Differential Equations NIPS 2023
Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm NIPS 2023
Robust Sequence Networked Submodular Maximization AAAI 2023
Neural TSP Solver with Progressive Distillation AAAI 2023
Mixed-Variable Black-Box Optimisation Using Value Proposal Trees AAAI 2023
CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU AAAI 2023
Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net JMLR 2023
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling? EMNLP 2023
Faster Adaptive Federated Learning AAAI 2023
Tighter Robust Upper Bounds for Options via No-Regret Learning AAAI 2023
MMVC: Learned Multi-Mode Video Compression With Block-Based Prediction Mode Selection and Density-Adaptive Entropy Coding CVPR 2023
Show Me the Way! Bilevel Search for Synthesizing Programmatic Strategies AAAI 2023
Constraint Optimization over Semirings AAAI 2023