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Optimization

14,983 papers

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Papers

Multivariate Probability Calibration with Isotonic Bernstein Polynomials IJCAI 2020
Beyond Network Pruning: a Joint Search-and-Training Approach IJCAI 2020
Feature Statistics Guided Efficient Filter Pruning IJCAI 2020
Mixed-Variable Bayesian Optimization IJCAI 2020
I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations IJCAI 2020
SVRG for Policy Evaluation with Fewer Gradient Evaluations IJCAI 2020
Accelerating Stratified Sampling SGD by Reconstructing Strata IJCAI 2020
Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery IJCAI 2020
DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization IJCAI 2020
Constrained Policy Improvement for Efficient Reinforcement Learning IJCAI 2020
Adaptively Multi-Objective Adversarial Training for Dialogue Generation IJCAI 2020
Reducing Underflow in Mixed Precision Training by Gradient Scaling IJCAI 2020
Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables IJCAI 2020
Discriminative Feature Selection via A Structured Sparse Subspace Learning Module IJCAI 2020
Bayesian Optimization using Pseudo-Points IJCAI 2020
MergeNAS: Merge Operations into One for Differentiable Architecture Search IJCAI 2020
Gradient Perturbation is Underrated for Differentially Private Convex Optimization IJCAI 2020
One-Shot Neural Architecture Search via Novelty Driven Sampling IJCAI 2020
Tight Convergence Rate of Gradient Descent for Eigenvalue Computation IJCAI 2020
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020
Learning the Compositional Visual Coherence for Complementary Recommendations IJCAI 2020
Pivot-based Maximal Biclique Enumeration IJCAI 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter IJCAI 2020
A De Novo Divide-and-Merge Paradigm for Acoustic Model Optimization in Automatic Speech Recognition IJCAI 2020
Evaluating Natural Language Generation via Unbalanced Optimal Transport IJCAI 2020