Papers
Train and Test Tightness of LP Relaxations in Structured Prediction
Ofer Meshi, Ben London, Adrian Weller et al.
Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds
Shusen Wang, Alex Gittens, Michael W. Mahoney
An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory
Mehmet Eren Ahsen, Mathukumalli Vidyasagar
Graphical Lasso and Thresholding: Equivalence and Closed-form Solutions
Salar Fattahi, Somayeh Sojoudi
Dynamic Pricing in High-dimensions
Adel Javanmard, Hamid Nazerzadeh
Forward-Backward Selection with Early Dropping
Giorgos Borboudakis, Ioannis Tsamardinos
Scalable Approximations for Generalized Linear Problems
Murat Erdogdu, Mohsen Bayati, Lee H. Dicker
scikit-multilearn: A Python library for Multi-Label Classification
Piotr Szymański, Tomasz Kajdanowicz
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression
Han Chen, Garvesh Raskutti, Ming Yuan
Convergence Rate of a Simulated Annealing Algorithm with Noisy Observations
Clément Bouttier, Ioana Gavra
Parsimonious Online Learning with Kernels via Sparse Projections in Function Space
Alec Koppel, Garrett Warnell, Ethan Stump et al.
Transport Analysis of Infinitely Deep Neural Network
Sho Sonoda, Noboru Murata
Adaptation Based on Generalized Discrepancy
Corinna Cortes, Mehryar Mohri, Andrés Muñoz Medina
CaptionAI: A Real-Time Multilingual Captioning Application
Nagendra Kumar Goel, Mousmita Sarma, Saikiran Valluri et al.
The SAIL LABS Media Mining Indexer and the CAVA Framework
Erinc Dikici, Gerhard Backfried, Jürgen Riedler
Multimedia Simultaneous Translation System for Minority Language Communication with Mandarin
Shen Huang, Bojie Hu, Shan Huang et al.
Framework for Conducting Tasks Requiring Human Assessment
Martin Grůber, Adam Chýlek, Jindřich Matoušek
Elpis, an Accessible Speech-to-Text Tool
Ben Foley, Alina Rakhi, Nicholas Lambourne et al.
End-to-End Music Source Separation: Is it Possible in the Waveform Domain?
Francesc Lluís, Jordi Pons, Xavier Serra
End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network
Ziqiang Shi, Huibin Lin, Liu Liu et al.
Which Ones Are Speaking? Speaker-Inferred Model for Multi-Talker Speech Separation
Jing Shi, Jiaming Xu, Bo Xu
Probabilistic Permutation Invariant Training for Speech Separation
Midia Yousefi, Soheil Khorram, John H.L. Hansen
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features
Cunhang Fan, Bin Liu, Jianhua Tao et al.
Towards Joint Sound Scene and Polyphonic Sound Event Recognition
Helen L. Bear, Inês Nolasco, Emmanouil Benetos
CNN-LSTM Models for Multi-Speaker Source Separation Using Bayesian Hyper Parameter Optimization
Jeroen Zegers, Hugo Van hamme