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)

Cross-Linguistic Intelligibility of Non-Compositional Expressions in Spoken Context INTERSPEECH 2024
Modeling probabilistic reduction across domains with Naive Discriminative Learning INTERSPEECH 2024
Do we EXPECT TO find phonetic traces for syntactic traces? INTERSPEECH 2024
Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features INTERSPEECH 2024
Target Speaker Extraction with Curriculum Learning INTERSPEECH 2024
Decoder-only Architecture for Streaming End-to-end Speech Recognition INTERSPEECH 2024
RepTor: Re-parameterizable Temporal Convolution for Keyword Spotting via Differentiable Kernel Search INTERSPEECH 2024
ElasticAST: An Audio Spectrogram Transformer for All Length and Resolutions INTERSPEECH 2024
DNSMOS Pro: A Reduced-Size DNN for Probabilistic MOS of Speech INTERSPEECH 2024
VoiCor: A Residual Iterative Voice Correction Framework for Monaural Speech Enhancement INTERSPEECH 2024
EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation INTERSPEECH 2024
NOTSOFAR-1 Challenge: New Datasets, Baseline, and Tasks for Distant Meeting Transcription INTERSPEECH 2024
Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement INTERSPEECH 2024
wTIMIT2mix: A Cocktail Party Mixtures Database to Study Target Speaker Extraction for Normal and Whispered Speech INTERSPEECH 2024
Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning Through Sample Reweighting Techniques INTERSPEECH 2024
On Truthing Issues in Supervised Classification JMLR 2024
Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction JMLR 2024
Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024
Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization JMLR 2024
Decorrelated Variable Importance JMLR 2024
On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models JMLR 2024
Modeling Random Networks with Heterogeneous Reciprocity JMLR 2024
Estimating the Minimizer and the Minimum Value of a Regression Function under Passive Design JMLR 2024
A Comparison of Continuous-Time Approximations to Stochastic Gradient Descent JMLR 2024
Improving physics-informed neural networks with meta-learned optimization JMLR 2024