Sequential Attention for Feature Selection

Sequential Attention for Feature Selection

29 September 2022

Matthew Fahrbach

Vahab Mirrokni

Papers citing "Sequential Attention for Feature Selection"

9 / 9 papers shown

Title
SAND: One-Shot Feature Selection with Additive Noise Distortion P. Pad Hadi Hammoud Mohamad Dia Nadim Maamari L. A. Dunbar 21 0 0 06 May 2025
Iterative Feature Exclusion Ranking for Deep Tabular Learning Fathi Said Emhemed Shaninah AbdulRahman M. A. Baraka Mohd Halim Mohd Noor LMTD 78 0 1 21 Dec 2024
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization T. Yasuda Kyriakos Axiotis Gang Fu M. Bateni Vahab Mirrokni 32 0 0 27 Feb 2024
Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape Juno Kim Taiji Suzuki 16 18 0 02 Feb 2024
Greedy PIG: Adaptive Integrated Gradients Kyriakos Axiotis Sami Abu-El-Haija Lin Chen Matthew Fahrbach Gang Fu FAtt 21 0 0 10 Nov 2023
$Performance of $\ell_1$ Regularization for Sparse Convex Optimization$ Performance of $\ell_1$ Regularization for Sparse Convex Optimization Kyriakos Axiotis T. Yasuda 14 0 0 14 Jul 2023
Understanding MLP-Mixer as a Wide and Sparse MLP Tomohiro Hayase Ryo Karakida MoE 24 4 0 02 Jun 2023
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems Benjamin Coleman Wang-Cheng Kang Matthew Fahrbach Ruoxi Wang Lichan Hong Ed H. Chi D. Cheng 19 10 0 20 May 2023
Feature Importance Ranking for Deep Learning Maksymilian Wojtas Ke Chen 126 116 0 18 Oct 2020