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)

Speech Enhancement Using Deep Mixture of Experts Based on Hard Expectation Maximization INTERSPEECH 2018
Error Modeling via Asymmetric Laplace Distribution for Deep Neural Network Based Single-Channel Speech Enhancement INTERSPEECH 2018
A Priori SNR Estimation Based on a Recurrent Neural Network for Robust Speech Enhancement INTERSPEECH 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM INTERSPEECH 2018
Training Recurrent Neural Network through Moment Matching for NLP Applications INTERSPEECH 2018
Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization INTERSPEECH 2018
Recurrent Neural Network Language Model Adaptation for Conversational Speech Recognition INTERSPEECH 2018
What to Expect from Expected Kneser-Ney Smoothing INTERSPEECH 2018
Patient Privacy in Paralinguistic Tasks INTERSPEECH 2018
Is ATIS Too Shallow to Go Deeper for Benchmarking Spoken Language Understanding Models? INTERSPEECH 2018
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation INTERSPEECH 2018
Postfiltering with Complex Spectral Correlations for Speech and Audio Coding INTERSPEECH 2018
Multi-frame Quantization of LSF Parameters Using a Deep Autoencoder and Pyramid Vector Quantizer INTERSPEECH 2018
Multi-frame Coding of LSF Parameters Using Block-Constrained Trellis Coded Vector Quantization INTERSPEECH 2018
Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification INTERSPEECH 2018
Angular Softmax for Short-Duration Text-independent Speaker Verification INTERSPEECH 2018
Stochastic Shake-Shake Regularization for Affective Learning from Speech INTERSPEECH 2018
Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function INTERSPEECH 2018
Improving CTC-based Acoustic Model with Very Deep Residual Time-delay Neural Networks INTERSPEECH 2018
Hierarchical Recurrent Neural Networks for Acoustic Modeling INTERSPEECH 2018
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks INTERSPEECH 2018
COSMO SylPhon: A Bayesian Perceptuo-motor Model to Assess Phonological Learning INTERSPEECH 2018
Variational Fourier Features for Gaussian Processes JMLR 2018
Automatic Differentiation in Machine Learning: a Survey JMLR 2018
Normal Bandits of Unknown Means and Variances JMLR 2018