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)

Towards Sample Efficient Reinforcement Learning IJCAI 2018
Probabilistic Machine Learning: Models, Algorithms and a Programming Library IJCAI 2018
Handling Uncertainty in Recommender Systems under the Belief Function Theory IJCAI 2018
Data-driven Onboard Scheduling for an Autonomous Observation Satellite IJCAI 2018
Multi-Agent Election-Based Hyper-Heuristics IJCAI 2018
Optimal Multi-Attribute Decision Making in Social Choice Problems IJCAI 2018
Algorithmic Social Intervention IJCAI 2018
Pyconstruct: Constraint Programming Meets Structured Prediction IJCAI 2018
Solving Sudoku with Consistency: A Visual and Interactive Approach IJCAI 2018
Double Joint Bayesian Modeling of DNN Local I-Vector for Text Dependent Speaker Verification with Random Digit Strings INTERSPEECH 2018
Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors INTERSPEECH 2018
Evolving Learning for Analysing Mood-Related Infant Vocalisation INTERSPEECH 2018
What Do Classifiers Actually Learn? a Case Study on Emotion Recognition Datasets INTERSPEECH 2018
Nebula: F0 Estimation and Voicing Detection by Modeling the Statistical Properties of Feature Extractors INTERSPEECH 2018
Vowel Space as a Tool to Evaluate Articulation Problems INTERSPEECH 2018
Whispered Speech to Neutral Speech Conversion Using Bidirectional LSTMs INTERSPEECH 2018
LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition INTERSPEECH 2018
Effectiveness of Dynamic Features in INCA and Temporal Context-INCA INTERSPEECH 2018
Analysis of Variational Mode Functions for Robust Detection of Vowels INTERSPEECH 2018
Acoustic Modeling with DFSMN-CTC and Joint CTC-CE Learning INTERSPEECH 2018
A Multistage Training Framework for Acoustic-to-Word Model INTERSPEECH 2018
Joint Noise and Reverberation Adaptive Learning for Robust Speaker DOA Estimation with an Acoustic Vector Sensor INTERSPEECH 2018
Multiple Concurrent Sound Source Tracking Based on Observation-Guided Adaptive Particle Filter INTERSPEECH 2018
Speech Source Separation Using ICA in Constant Q Transform Domain INTERSPEECH 2018
Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization INTERSPEECH 2018