Prospector Heads: Generalized Feature Attribution for Large Models & Data

18 February 2024

Papers citing "Prospector Heads: Generalized Feature Attribution for Large Models & Data"

10 / 10 papers shown

Title
TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis Sabera Talukder Yisong Yue Georgia Gkioxari AI4TS 48 12 0 03 Jan 2025
Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers Kamil Bujel Andrew Caines H. Yannakoudakis Marek Rei AI4TS 19 1 0 14 Mar 2023
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 250 458 0 24 Sep 2022
Concept Activation Regions: A Generalized Framework For Concept-Based Explanations Jonathan Crabbé M. Schaar 59 46 0 22 Sep 2022
On The Computational Complexity of Self-Attention Feyza Duman Keles Pruthuvi Maheshakya Wijewardena C. Hegde 65 108 0 11 Sep 2022
FastSHAP: Real-Time Shapley Value Estimation N. Jethani Mukund Sudarshan Ian Covert Su-In Lee Rajesh Ranganath TDI FAtt 67 122 0 15 Jul 2021
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 174 1,104 0 27 Apr 2021
Towards Rigorous Interpretations: a Formalisation of Feature Attribution Darius Afchar Romain Hennequin Vincent Guigue FAtt 31 20 0 26 Apr 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 226 405 0 24 Feb 2021
Learn To Pay Attention Saumya Jetley Nicholas A. Lord Namhoon Lee Philip H. S. Torr 67 437 0 06 Apr 2018