Anand Krishna

Anand Krishna

Research Fellow

National University of Singapore

Biography

I am a Postdoctoral Research Fellow at National University of Singapore (NUS) working with Prof. Vincent Y. F. Tan.

Previously, I was a Prime Minister’s Research Fellow (PMRF) in the Department of Computer Science and Automation at the Indian Institute of Science where I obtained my Ph.D. I was fortunate to be advised by Prof. Y. Narahari and Assoc. Prof. Siddharth Barman.

Interests
  • Game Theory
  • Online Learning
  • Randomized Algorithms
  • Reinforcement Learning
Education
  • Ph.D. in Computer Science, (2023)

    Indian Institute of Science

  • B.Tech (Hons.) in Computer Science, (2017)

    Govt. Engineering College, Thrissur, Kerala

Publications & Preprints

(2024). A Sample Efficient Alternating Minimization-based Algorithm For Robust Phase Retrieval. In Submission.

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(2024). LEARN: An Invex Loss for Outlier Oblivious Robust Online Optimization. In Submission.

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(2023). Sublinear Approximation Algorithm for Nash Social Welfare with XOS Valuations. In ITCS 2024.

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(2022). Nash Welfare Guarantees for Fair and Efficient Coverage. In WINE 2022.

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(2022). Achieving Envy-Freeness with Limited Subsidies under Dichotomous Valuations. In IJCAI 2022.

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Experience

Teaching Assistance @ IISc

  • Computational Methods of Optimization (Aug 2022 - Dec 2022)
  • Randomized Algorithms (Feb 2021 - June 2021)
  • Game Theory (Jan - Jun 2020, 2021, 2023)
  • Linear Algebra and Probability (Aug 2019 - Dec 2019)

Industry/Research Experience

  • Research Intern @ IBM Research (Jun 2019 - Sep 2019)
  • R&D Intern @ Aindra Systems (Jun 2018 - Jul 2018)

Events

Academic Services

Contact

  • anandkrishna1995 at live dot com
  • DM Me