Kush R. Varshney

1. AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and\n Mitigating Unwanted Algorithmic Bias
   2018/10/03 by Rachel Bellamy, Kuntal Dey, Bellamy, Rachel K. E. +35 · 28 citations
   Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
2. Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making
   2020/10/15 by Charvi Rastogi, Yunfeng Zhang, Rastogi, Charvi +9 · 15 citations
   Computer Science · Decision Sciences · Psychology · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
3. Human-Centered Explainable AI (XAI): From Algorithms to User Experiences
   2021/10/20 by Q. Vera Liao, Kush R. Varshney, Liao, Q. Vera +1 · 16 citations
   Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
4. Invariant Risk Minimization Games
   2020/02/11 by Kartik Ahuja, Ahuja, Kartik, Kush R. Varshney +4 · 7 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
5. Bias Mitigation Post-processing for Individual and Group Fairness
   2018/12/14 by Pranay Lohia, Lohia, Pranay K., Karthikeyan Natesan Ramamurthy +9 · 6 citations
   Social Sciences · Neuroscience · Business, Management and Accounting · #Ethics and Social Impacts of AI #Psychology of Moral and Emotional Judgment #Regulation and Compliance Studies
6. On the Safety of Machine Learning: Cyber-Physical Systems, Decision\n Sciences, and Data Products
   2016/10/04 by Kush R. Varshney, Varshney, Kush R., Homa Alemzadeh +1 · 4 citations
   Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Risk and Safety Analysis #Explainable Artificial Intelligence (XAI)
7. Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets
   2019/10/29 by Newton Mwai Kinyanjui, Kinyanjui, Newton M., Timothy Odonga +11 · 5 citations
   Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #AI in cancer detection #Digital Imaging for Blood Diseases
8. TED: Teaching AI to Explain its Decisions
   2018/11/12 by Michael Hind, Dennis Wei, Hind, Michael +13 · 2 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
9. The Effect of Extremist Violence on Hateful Speech Online
   2018/04/16 by Alexandra Olteanu, Olteanu, Alexandra, Carlos Castillo +5 · 2 citations
   Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Populism, Right-Wing Movements #Social Media and Politics #Social and Information Networks (cs.SI)
10. Granite Guardian
    2024/12/10 by Inkit Padhi, Padhi, Inkit, Manish Nagireddy +41 · 5 citations
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geotechnical and Geomechanical Engineering
11. Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
    2022/12/13 by Prasanna Sattigeri, Soumya K. Ghosh, Sattigeri, Prasanna +7 · 2 citations
    Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
12. A Big Data Approach to Computational Creativity
    2013/11/05 by Lav R. Varshney, Florian Pinel, Varshney, Lav R. +10 · 1 voice · 1 citation
    Psychology · Computer Science · #Creativity in Education and Neuroscience #Data Visualization and Analytics #Artificial Intelligence in Games
13. Associative Algorithms for Computational Creativity
    2015/11/04 by Lav R. Varshney, Jun Wang, Kush R. Varshney · 1 citation
    Psychology · Computer Science · #Creativity in Education and Neuroscience #Artificial Intelligence in Games
14. Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations
    2024/03/08 by Swapnaja Achintalwar, Achintalwar, Swapnaja, Ioana Baldini +35 · 2 citations
    Computer Science · #Topic Modeling
15. On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
    2022/11/02 by Dennis Wei, Rahul Nair, Wei, Dennis +9 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
16. Empathy and the Right to Be an Exception: What LLMs Can and Cannot Do
    2024/01/25 by William C. Kidder, Kidder, William, Jason D’Cruz +3 · 1 citation
    Social Sciences · Computer Science · #Computational and Text Analysis Methods #Topic Modeling
17. Sparsity-Driven Synthetic Aperture Radar Imaging: Reconstruction, autofocusing, moving targets, and compressed sensing
    2014/06/19 by Mujdat Cetin, Müjdat Çetin, Ivana Stojanović +9 · 1 citation
    Engineering · #Sparse and Compressive Sensing Techniques #Advanced SAR Imaging Techniques #Microwave Imaging and Scattering Analysis