conftrace_

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)

Algorithms for the Nearest Assignment Problem IJCAI 2018
A Symbolic Approach to Explaining Bayesian Network Classifiers IJCAI 2018
Quantifying Algorithmic Improvements over Time IJCAI 2018
TensorCast: Forecasting Time-Evolving Networks with Contextual Information IJCAI 2018
Dynamic Dependency Awareness for QBF IJCAI 2018
The Finite Model Theory of Bayesian Networks: Descriptive Complexity IJCAI 2018
Importance Sampling for Fair Policy Selection IJCAI 2018
Toeplitz Inverse Covariance-based Clustering of Multivariate Time Series Data IJCAI 2018
Search Progress and Potentially Expanded States in Greedy Best-First Search IJCAI 2018
Unbiased Learning-to-Rank with Biased Feedback IJCAI 2018
Multi-Robot Motion Planning with Dynamics Guided by Multi-Agent Search IJCAI 2018
An Empirical Study of Branching Heuristics through the Lens of Global Learning Rate IJCAI 2018
Distributing Frank-Wolfe via Map-Reduce IJCAI 2018
An Efficient Minibatch Acceptance Test for Metropolis-Hastings IJCAI 2018
A Genetic Programming Approach to Designing Convolutional Neural Network Architectures IJCAI 2018
Multi-Objective Optimization Through Pareto Minimal Correction Subsets IJCAI 2018
Advancements in Dueling Bandits IJCAI 2018
On the Logical Properties of the Description Logic DL^N (Extended abstract) IJCAI 2018
Three-Valued Semantics for Hybrid MKNF Knowledge Bases Revisited (Extended Abstract) IJCAI 2018
Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract) IJCAI 2018
Learning Continuous Time Bayesian Networks in Non-stationary Domains IJCAI 2018
Statistical Quality Control for Human Computation and Crowdsourcing IJCAI 2018
Reasoning about NP-complete Constraints IJCAI 2018
Formal Analysis of Deep Binarized Neural Networks IJCAI 2018
Interactive Learning and Decision Making: Foundations, Insights & Challenges IJCAI 2018