conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Optimization

14,983 papers

Papers per year

18
112
342
1289
1646
'05
'10
'15
'20
'25

Papers

CDMA: A Practical Cross-Device Federated Learning Algorithm for General Minimax Problems AAAI 2023
Efficient Top-K Feature Selection Using Coordinate Descent Method AAAI 2023
Resilient Binary Neural Network AAAI 2023
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing AAAI 2023
AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning AAAI 2023
Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints AAAI 2023
Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023
Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes AAAI 2023
Boosted Dynamic Neural Networks AAAI 2023
Compressing Transformers: Features Are Low-Rank, but Weights Are Not! AAAI 2023
Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence AAAI 2023
FedALA: Adaptive Local Aggregation for Personalized Federated Learning AAAI 2023
Optimal Sparse Regression Trees AAAI 2023
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023
CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU AAAI 2023
Does It Pay to Optimize AUC? AAAI 2023
SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies AAAI 2023
Robust Temporal Smoothness in Multi-Task Learning AAAI 2023
Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation AAAI 2023
Mixed-Variable Black-Box Optimisation Using Value Proposal Trees AAAI 2023
Intersection Coordination with Priority-Based Search for Autonomous Vehicles AAAI 2023
LaCAM: Search-Based Algorithm for Quick Multi-Agent Pathfinding AAAI 2023
Effective Integration of Weighted Cost-to-Go and Conflict Heuristic within Suboptimal CBS AAAI 2023
Distributionally Robust Optimization with Probabilistic Group AAAI 2023