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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)

Discovering and Exploiting Additive Structure for Bayesian Optimization AISTATS 2017
Initialization and Coordinate Optimization for Multi-way Matching AISTATS 2017
Sequential Multiple Hypothesis Testing with Type I Error Control AISTATS 2017
Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition AISTATS 2017
Learning Graphical Games from Behavioral Data: Sufficient and Necessary Conditions AISTATS 2017
Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain AISTATS 2017
Scalable Greedy Feature Selection via Weak Submodularity AISTATS 2017
New bounds on the price of bandit feedback for mistake-bounded online multiclass learning ALT 2017
Boundary Crossing for General Exponential Families ALT 2017
Specifying a positive threshold function via extremal points ALT 2017
Graph Verification with a Betweenness Oracle ALT 2017
Parameter identification in Markov chain choice models ALT 2017
Open Problem: First-Order Regret Bounds for Contextual Bandits COLT 2017
Open Problem: Meeting Times for Learning Random Automata COLT 2017
Corralling a Band of Bandit Algorithms COLT 2017
Learning with Limited Rounds of Adaptivity: Coin Tossing, Multi-Armed Bandits, and Ranking from Pairwise Comparisons COLT 2017
Thompson Sampling for the MNL-Bandit COLT 2017
Homotopy Analysis for Tensor PCA COLT 2017
Correspondence retrieval COLT 2017
The Price of Selection in Differential Privacy COLT 2017
Computationally Efficient Robust Sparse Estimation in High Dimensions COLT 2017
Learning-Theoretic Foundations of Algorithm Configuration for Combinatorial Partitioning Problems COLT 2017
The Sample Complexity of Optimizing a Convex Function COLT 2017
Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo COLT 2017
Rates of estimation for determinantal point processes COLT 2017