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)

Articulatory Copy Synthesis Based on a Genetic Algorithm INTERSPEECH 2019
Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR INTERSPEECH 2019
Vectorized Beam Search for CTC-Attention-Based Speech Recognition INTERSPEECH 2019
Prosodic Characteristics of Mandarin Declarative and Interrogative Utterances in Parkinson’s Disease INTERSPEECH 2019
Vocal Biomarker Assessment Following Pediatric Traumatic Brain Injury: A Retrospective Cohort Study INTERSPEECH 2019
Adversarial Regularization for End-to-End Robust Speaker Verification INTERSPEECH 2019
VAE-Based Regularization for Deep Speaker Embedding INTERSPEECH 2019
End-to-End Losses Based on Speaker Basis Vectors and All-Speaker Hard Negative Mining for Speaker Verification INTERSPEECH 2019
Towards a Fault-Tolerant Speaker Verification System: A Regularization Approach to Reduce the Condition Number INTERSPEECH 2019
Exploiting Visual Features Using Bayesian Gated Neural Networks for Disordered Speech Recognition INTERSPEECH 2019
Benchmarking Benchmarks: Introducing New Automatic Indicators for Benchmarking Spoken Language Understanding Corpora INTERSPEECH 2019
Harmonic Beamformers for Non-Intrusive Speech Intelligibility Prediction INTERSPEECH 2019
End-to-End Neural Speaker Diarization with Permutation-Free Objectives INTERSPEECH 2019
Variational Domain Adversarial Learning for Speaker Verification INTERSPEECH 2019
Whisper to Neutral Mapping Using Cosine Similarity Maximization in i-Vector Space for Speaker Verification INTERSPEECH 2019
Optimizing a Speaker Embedding Extractor Through Backend-Driven Regularization INTERSPEECH 2019
Self-Attention Transducers for End-to-End Speech Recognition INTERSPEECH 2019
CNN-LSTM Models for Multi-Speaker Source Separation Using Bayesian Hyper Parameter Optimization INTERSPEECH 2019
Probabilistic Permutation Invariant Training for Speech Separation INTERSPEECH 2019
End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network INTERSPEECH 2019
Transport Analysis of Infinitely Deep Neural Network JMLR 2019
Convergence Rate of a Simulated Annealing Algorithm with Noisy Observations JMLR 2019
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression JMLR 2019
Scalable Approximations for Generalized Linear Problems JMLR 2019
Forward-Backward Selection with Early Dropping JMLR 2019