Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Besmira Nushi

Understanding Failures of Deep Networks via Robust Feature Extraction


Dec 03, 2020
Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz


  Access Paper or Ask Questions

An Empirical Analysis of Backward Compatibility in Machine Learning Systems


Aug 11, 2020
Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz

* KDD 2020, 9 pages, 7 figures 

  Access Paper or Ask Questions

Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance


Jun 30, 2020
Gagan Bansal, Tongshuang Wu, Joyce Zhou, Raymond Fok, Besmira Nushi, Ece Kamar, Marco Tulio Ribeiro, Daniel S. Weld

* Draft/pre-print 

  Access Paper or Ask Questions

Optimizing AI for Teamwork


Apr 27, 2020
Gagan Bansal, Besmira Nushi, Ece Kamar, Eric Horvitz, Daniel S. Weld

* Pre-print/Draft 

  Access Paper or Ask Questions

SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions


Jan 20, 2020
Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Ribeiro, Besmira Nushi, Ece Kamar


  Access Paper or Ask Questions

What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring


Sep 08, 2019
Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Siddharth Suri, Ece Kamar

* This paper has been accepted for publication at HCOMP 2019 

  Access Paper or Ask Questions

A Case for Backward Compatibility for Human-AI Teams


Jun 04, 2019
Gagan Bansal, Besmira Nushi, Ece Kamar, Dan Weld, Walter Lasecki, Eric Horvitz

* presented at 2019 ICML Workshop on Human in the Loop Learning (HILL 2019), Long Beach, USA 

  Access Paper or Ask Questions

Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations


May 12, 2019
Aditya Modi, Debadeepta Dey, Alekh Agarwal, Adith Swaminathan, Besmira Nushi, Sean Andrist, Eric Horvitz

* 12 pages, 7 figures, 2 tables 

  Access Paper or Ask Questions

Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure


Sep 19, 2018
Besmira Nushi, Ece Kamar, Eric Horvitz

* AAAI Conference on Human Computation and Crowdsourcing 2018 

  Access Paper or Ask Questions

On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems


Nov 24, 2016
Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann

* 11 pages, Thirty-First AAAI conference on Artificial Intelligence 

  Access Paper or Ask Questions

Crowd Access Path Optimization: Diversity Matters


Aug 11, 2015
Besmira Nushi, Adish Singla, Anja Gruenheid, Erfan Zamanian, Andreas Krause, Donald Kossmann

* 10 pages, 3rd AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2015) 

  Access Paper or Ask Questions