conftrace_

optimization algorithm

148 papers

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Co-occurring keywords

convex optimization (1321) gradient descent (1144) coordinate descent (147) convergence rate (607) stochastic gradient descent (1091) stochastic optimization (1060) combinatorial optimization (1039) support vector machine (978) sparse optimization (246) neural network optimization (1293)

Papers

A Dynamical View on Optimization Algorithms of Overparameterized Neural Networks AISTATS 2021
Principal Component Hierarchy for Sparse Quadratic Programs ICML 2021
Overlapping Spaces for Compact Graph Representations NIPS 2021
Mirrorless Mirror Descent: A Natural Derivation of Mirror Descent AISTATS 2021
Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization AISTATS 2021
PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review JMLR 2021
Low-Rank Tensor Completion by Approximating the Tensor Average Rank ICCV 2021
Isometric Multi-Shape Matching CVPR 2021
Fast Algorithms for $L_\infty$-constrained S-rectangular Robust MDPs NIPS 2021
Smooth Convex Optimization Using Sub-Zeroth-Order Oracles AAAI 2021
Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging CVPR 2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework NIPS 2021
Efficient greedy coordinate descent via variable partitioning UAI 2021
Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees AAAI 2020
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines CVPR 2020
Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian NIPS 2020
Improving Efficiency of Volunteer-Based Food Rescue Operations AAAI 2020
Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments NIPS 2020
An Effective Optimization Method for Neural Machine Translation: The Case of English-Persian Bilingually Low-Resource Scenario AACL 2020
Dinkelbach-Type Algorithm for Computing Quantal Stackelberg Equilibrium IJCAI 2020
RFocus: Beamforming Using Thousands of Passive Antennas NSDI 2020
Explaining Propagators for String Edit Distance Constraints AAAI 2020
Probabilistic Multilevel Clustering via Composite Transportation Distance AISTATS 2019
GENO -- GENeric Optimization for Classical Machine Learning NIPS 2019
An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search AAAI 2019