http://aixpaper.com/similar/formalising_the_robustness_of_counterfactual_explanations_for_neural_networks WebHimabindu Lakkaraju's 5 research works with 7 citations and 129 reads, including: Evaluating Explainability for Graph Neural Networks

Human Decisions and Machine Predictions NBER

WebHimabindu Lakkaraju; Nino Arsov; Osbert Bastani: 2024: CURL: Contrastive Unsupervised Representations for Reinforcement Learning: Michael Laskin; Aravind Srinivas; Pieter Abbeel: 2024: Efficient Proximal Mapping of the 1-path-norm of Shallow Networks: Fabian Latorre; Paul Rolland; Nadav Hallak; Volkan Cevher: Web1 feb 2024 · HUMAN DECISIONS AND MACHINE PREDICTIONS Authors Jon Kleinberg 1 , Himabindu Lakkaraju 2 , Jure Leskovec 2 , Jens Ludwig 3 , Sendhil Mullainathan 4 … rawtenstall bbc weather

Robust and Stable Black Box Explanations - PMLR

Web10 mar 2024 · Kleinberg, Jon, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig, and Sendhil Mullainathan. "Human Decisions and Machine Predictions." Quarterly Journal of Economics 133, no. 1 (February 2024): 237–293. Find it at Harvard. WebIn this tutorial, we discuss potential sources of such data and explain how to efficiently store them. Then, we introduce two methods that are often employed to extract patterns and reduce the dimensionality of large data sets: singular value decomposition and latent Dirichlet allocation. Finally, we demonstrate how to use dimensions or ... Web12 dic 2014 · Lakkaraju, Himabindu, Richard Socher, and Chris Manning. "Aspect Specific Sentiment Analysis Using Hierarchical Deep Learning." Paper presented at the 28th Annual Conference on Neural Information Processing Systems (NIPS), Workshop on Deep Learning and Representation Learning, Montreal, Canada, December 12, 2014. rawtenstall bonfire