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Optimization & Theory

36,874 papers (3 classified directly here)

Subtopics

Optimization (14,983) Bayesian Inference (5,566) Learning Theory (5,334) Theory (4,955) Statistical Learning (4,117) Neural Network Optimization (3,649) Stochastic Processes (2,667) Loss Functions (1,162) Distributed Learning (1,135) Stochastic Methods (1,118) Online Algorithms (806) Statistics (684) Information Theory (318) Generalization (220) Sparse Optimization (158) Sample Complexity (99) Game Theory (30) Robust Optimization (17) Optimal Transport (14) Approximation Algorithms (10) Distributed Optimization (8) Convex Optimization (8)

Papers per year

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Papers (including subtopics)

Scalable Constraint-based Virtual Data Center Allocation IJCAI 2017
From Decimation to Local Search and Back: A New Approach to MaxSAT IJCAI 2017
On the Kernelization of Global Constraints IJCAI 2017
Personnel Scheduling as Satisfiability Modulo Theories IJCAI 2017
Restart and Random Walk in Local Search for Maximum Vertex Weight Cliques with Evaluations in Clustering Aggregation IJCAI 2017
Locality in Random SAT Instances IJCAI 2017
A Core-Guided Approach to Learning Optimal Causal Graphs IJCAI 2017
An Effective Learnt Clause Minimization Approach for CDCL SAT Solvers IJCAI 2017
Efficient Weighted Model Integration via SMT-Based Predicate Abstraction IJCAI 2017
Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming IJCAI 2017
On the Computational Complexity of Gossip Protocols IJCAI 2017
A Study of Unrestricted Abstract Argumentation Frameworks IJCAI 2017
Dynamic Logic for Data-aware Systems: Decidability Results IJCAI 2017
Reformulating Queries: Theory and Practice IJCAI 2017
The Impact of Treewidth on ASP Grounding and Solving IJCAI 2017
Safe Inductions: An Algebraic Study IJCAI 2017
Classical Generalized Probabilistic Satisfiability IJCAI 2017
Restricted Chase (Non)Termination for Existential Rules with Disjunctions IJCAI 2017
Most Probable Explanations for Probabilistic Database Queries IJCAI 2017
On Querying Incomplete Information in Databases under Bag Semantics IJCAI 2017
Revisiting Unrestricted Rebut and Preferences in Structured Argumentation. IJCAI 2017
Query Conservative Extensions in Horn Description Logics with Inverse Roles IJCAI 2017
Foundations of Declarative Data Analysis Using Limit Datalog Programs IJCAI 2017
Contract Design for Energy Demand Response IJCAI 2017
Dominance and Optimisation Based on Scale-Invariant Maximum Margin Preference Learning IJCAI 2017