Locally Sparse Neural Networks for Tabular Biomedical Data

11 June 2021

Papers citing "Locally Sparse Neural Networks for Tabular Biomedical Data"

10 / 10 papers shown

Title
Leveraging Machine Learning Models to Predict the Outcome of Digital Medical Triage Interviews Sofia Krylova Fabian Schmidt Vladimir Vlassov 36 0 0 16 Apr 2025
Conditional Deep Canonical Time Warping Afek Steinberg Ran Eisenberg Ofir Lindenbaum AI4TS 36 0 0 10 Jan 2025
Pareto Frontiers in Neural Feature Learning: Data, Compute, Width, and Luck Benjamin L. Edelman Surbhi Goel Sham Kakade Eran Malach Cyril Zhang 48 8 0 07 Sep 2023
The Contextual Lasso: Sparse Linear Models via Deep Neural Networks Ryan Thompson Amir Dezfouli Robert Kohn 33 4 0 02 Feb 2023
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data Andrei Margeloiu Nikola Simidjievski Pietro Lio M. Jamnik 27 12 0 28 Nov 2022
SG-VAD: Stochastic Gates Based Speech Activity Detection Jonathan Svirsky Ofir Lindenbaum 39 4 0 28 Oct 2022
Transfer Learning with Deep Tabular Models Roman Levin Valeriia Cherepanova Avi Schwarzschild Arpit Bansal C. Bayan Bruss Tom Goldstein A. Wilson Micah Goldblum OOD FedML LMTD 75 58 0 30 Jun 2022
Optimizing model-agnostic Random Subspace ensembles V. A. Huynh-Thu Pierre Geurts 16 2 0 07 Sep 2021
Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations N. Jethani Mukund Sudarshan Yindalon Aphinyanagphongs Rajesh Ranganath FAtt 82 69 0 02 Mar 2021
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 119 1,233 0 02 Jun 2016