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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)

Purely Sequence-Trained Neural Networks for ASR Based on Lattice-Free MMI INTERSPEECH 2016
Generalizing Steady State Suppression for Enhanced Intelligibility Under Reverberation INTERSPEECH 2016
Robust Sound Event Detection in Continuous Audio Environments INTERSPEECH 2016
Minimizing Annotation Effort for Adaptation of Speech-Activity Detection Systems INTERSPEECH 2016
Generation and Pruning of Pronunciation Variants to Improve ASR Accuracy INTERSPEECH 2016
Optimizing Speech Recognition Evaluation Using Stratified Sampling INTERSPEECH 2016
HMM-Based Non-Native Accent Assessment Using Posterior Features INTERSPEECH 2016
Non-Iterative Parameter Estimation for Total Variability Model Using Randomized Singular Value Decomposition INTERSPEECH 2016
Adaptive Group Sparsity for Non-Negative Matrix Factorization with Application to Unsupervised Source Separation INTERSPEECH 2016
Reverberation-Robust One-Bit TDOA Based Moving Source Localization for Automatic Camera Steering INTERSPEECH 2016
Hybrid Accelerated Optimization for Speech Recognition INTERSPEECH 2016
GMM-Free Flat Start Sequence-Discriminative DNN Training INTERSPEECH 2016
Multidimensional Residual Learning Based on Recurrent Neural Networks for Acoustic Modeling INTERSPEECH 2016
Model Adaptation and Active Learning in the BBN Speech Activity Detection System for the DARPA RATS Program INTERSPEECH 2016
Rapid Update of Multilingual Deep Neural Network for Low-Resource Keyword Search INTERSPEECH 2016
SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement INTERSPEECH 2016
Two-Stage Temporal Processing for Single-Channel Speech Enhancement INTERSPEECH 2016
Semi-Supervised Joint Enhancement of Spectral and Cepstral Sequences of Noisy Speech INTERSPEECH 2016
Analytical Assessment of Dual-Stream Merging for Noise-Robust ASR INTERSPEECH 2016
Optimization of Speech Enhancement Front-End with Speech Recognition-Level Criterion INTERSPEECH 2016
Semi-Supervised Training in Deep Learning Acoustic Model INTERSPEECH 2016
On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models JMLR 2016
Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness JMLR 2016
Should We Really Use Post-Hoc Tests Based on Mean-Ranks? JMLR 2016
Minimax Rates in Permutation Estimation for Feature Matching JMLR 2016