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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)

Learning Mixtures of Plackett-Luce Models ICML 2016
Near Optimal Behavior via Approximate State Abstraction ICML 2016
Power of Ordered Hypothesis Testing ICML 2016
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters ICML 2016
Model-Free Trajectory Optimization for Reinforcement Learning ICML 2016
Horizontally Scalable Submodular Maximization ICML 2016
Group Equivariant Convolutional Networks ICML 2016
Stochastic Discrete Clenshaw-Curtis Quadrature ICML 2016
Inference Networks for Sequential Monte Carlo in Graphical Models ICML 2016
Slice Sampling on Hamiltonian Trajectories ICML 2016
Noisy Activation Functions ICML 2016
PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification ICML 2016
DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks IJCAI 2016
A 50-Year Retrospective on Speech and Language Processing INTERSPEECH 2016
Improved Neural Network Initialization by Grouping Context-Dependent Targets for Acoustic Modeling INTERSPEECH 2016
The Rhythmic Constraint on Prosodic Boundaries in Mandarin Chinese Based on Corpora of Silent Reading and Speech Perception INTERSPEECH 2016
Assessing Level-Dependent Segmental Contribution to the Intelligibility of Speech Processed by Single-Channel Noise-Suppression Algorithms INTERSPEECH 2016
Relative Contributions of Amplitude and Phase to the Intelligibility Advantage of Ideal Binary Masked Sentences INTERSPEECH 2016
Predicting Binaural Speech Intelligibility from Signals Estimated by a Blind Source Separation Algorithm INTERSPEECH 2016
Naturalness Judgement of L2 English Through Dubbing Practice INTERSPEECH 2016
L2 Acquisition and Production of the English Rhotic Pharyngeal Gesture INTERSPEECH 2016
Voice Conversion Based on Matrix Variate Gaussian Mixture Model Using Multiple Frame Features INTERSPEECH 2016
ARET — Automatic Reading of Educational Texts for Visually Impaired Students INTERSPEECH 2016
Investigation of Speed-Accuracy Tradeoffs in Speech Production Using Real-Time Magnetic Resonance Imaging INTERSPEECH 2016
Characterizing Vocal Tract Dynamics Across Speakers Using Real-Time MRI INTERSPEECH 2016