Besmira Nushi

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Microsoft Research Lab – AI

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I am a researcher at MSR AI.
My research interests in the intersection of human and machine intelligence.

Papers22 papers

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

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

Bibtex

An Empirical Analysis of Backward Compatibility in Machine Learning Systems

Megha Srivastava,Besmira Nushi,Ece Kamar,Shital Shah,Eric Horvitz

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.3272-3280, (2020)

EIBibtex

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

Gagan Bansal,Tongshuang Wu, Joyce Zhu, Raymond Fok,Besmira Nushi,Ece Kamar,Marco Tulio Ribeiro,Daniel S. Weld

Bibtex

SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions

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

CVPR, pp.10000-10008, (2020)

EIBibtex

Optimizing AI for Teamwork

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

Cited by1Bibtex

Characterizing Search-Engine Traffic to Internet Research Agency Web Properties

Alexander Spangher,Gireeja Ranade,Besmira Nushi,Adam Fourney,Eric Horvitz

WWW '20: The Web Conference 2020 Taipei Taiwan April, 2020, pp.2253-2263, (2020)

EIBibtex

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

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

national conference on artificial intelligence, (2020)

Cited by2Bibtex

Understanding Failures of Deep Networks via Robust Feature Extraction

Sahil Singla,Besmira Nushi, Shital Shah,Ece Kamar,Eric Horvitz

Bibtex

A Case for Backward Compatibility for Human-AI Teams

Gagan Bansal,Besmira Nushi,Ece Kamar,Daniel S. Weld,Walter S. Lasecki,Eric Horvitz

CoRR, (2019)

Cited by3EIBibtex

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

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

national conference on artificial intelligence, no. 1 (2019): 125-134

Cited by5Bibtex

Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution

Ramya Ramakrishnan,Ece Kamar,Besmira Nushi,Debadeepta Dey,Julie A. Shah,Eric Horvitz

national conference on artificial intelligence, (2019)

Cited by4EIBibtex

Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff

Gagan Bansal,Besmira Nushi,Ece Kamar,Daniel Weld,Walter Lasecki,Eric Horvitz

national conference on artificial intelligence, (2019)

Cited by29EIBibtex

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

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

arXiv: Learning, (2019)

EIBibtex

Analysis of Strategy and Spread of Russia-sponsored Content in the US in 2017

Alexander Spangher,Gireeja Ranade,Besmira Nushi,Adam Fourney,Eric Horvitz

arXiv: Social and Information Networks, (2018)

Cited by2EIBibtex

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

Besmira Nushi,Ece Kamar,Eric Horvitz

HCOMP, (2018): 126-135

Cited by28EIBibtex

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

Besmira Nushi,Ece Kamar,Eric Horvitz,Donald Kossmann

AAAI, (2017)

Cited by36EIBibtex

Learning and Feature Selection under Budget Constraints in Crowdsourcing

Besmira Nushi,Adish Singla,Andreas Krause,Donald Kossmann

HCOMP, pp.159-168, (2016)

Cited by11EIBibtex

Crowd Access Path Optimization: Diversity Matters

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

HCOMP, (2015): 130-139

Cited by20EIBibtex

Fault-Tolerant Entity Resolution with the Crowd

Anja Gruenheid,Besmira Nushi,Tim Kraska,Wolfgang Gatterbauer,Donald Kossmann

arXiv: Databases, (2015)

Cited by14EIBibtex

When is A=B

Anja Gruenheid,Donald Kossmann,Besmira Nushi

Bulletin of the EATCS, (2013)

EIBibtex

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Besmira NushiBinding

Papers22 papers

Besmira Nushi