conftrace_

Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

SLIP: Learning to predict in unknown dynamical systems with long-term memory NIPS 2020
On Testing of Samplers NIPS 2020
Optimal Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization NIPS 2020
Bayesian Probabilistic Numerical Integration with Tree-Based Models NIPS 2020
Random Reshuffling is Not Always Better NIPS 2020
Sparse Symplectically Integrated Neural Networks NIPS 2020
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers NIPS 2020
Predicting Training Time Without Training NIPS 2020
Optimal Adaptive Electrode Selection to Maximize Simultaneously Recorded Neuron Yield NIPS 2020
Proximity Operator of the Matrix Perspective Function and its Applications NIPS 2020
Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality NIPS 2020
A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration NIPS 2020
Neutralizing Self-Selection Bias in Sampling for Sortition NIPS 2020
Factor Graph Grammars NIPS 2020
Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs NIPS 2020
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization NIPS 2020
Probabilistic Linear Solvers for Machine Learning NIPS 2020
Multipole Graph Neural Operator for Parametric Partial Differential Equations NIPS 2020
Learning Strategic Network Emergence Games NIPS 2020
Sampling from a k-DPP without looking at all items NIPS 2020
Evaluating and Rewarding Teamwork Using Cooperative Game Abstractions NIPS 2020
Profile Entropy: A Fundamental Measure for the Learnability and Compressibility of Distributions NIPS 2020
FedSplit: an algorithmic framework for fast federated optimization NIPS 2020
Correlation Robust Influence Maximization NIPS 2020
Nonconvex Sparse Graph Learning under Laplacian Constrained Graphical Model NIPS 2020