Publications
Auctioning with Strategically Reticent Bidders
Jibang Wu, Ashwinkumar Badanidiyuru, Haifeng Xu, WINE 2024Selling Joint Ads: A Regret Minimization Perspective
Gagan Aggarwal, Ashwinkumar Badanidiyuru, Paul Duetting, Federico Fusco, EC 2024Generalization and Learnability in Multiple Instance Regression
Kushal Chauhan, Rishi Saket, Lorne Applebaum, Ashwinkumar Badanidiyuru, Chandan Giri, Aravindan Raghuveer, UAI 2024Learning from Aggregate responses: Instance Level versus Bag Level Loss Functions
Adel Javanmard, Lin Chen, Vahab Mirrokni, Ashwinkumar Badanidiyuru, Gang Fu, ICLR 2024Follow-ups Also Matter: Improving Contextual Bandits via Post-serving Contexts
Chaoqi Wang, Ziyu Ye, Zhe Feng, Ashwinkumar Badanidiyuru, Haifeng Xu. NeurIPS 2023Optimal Unbiased Randomizers for Regression with Label Differential Privacy
Ashwinkumar Badanidiyuru, Badih Ghazi, Pritish Kamath, Ravi Kumar, Ethan Jacob Leeman, Pasin Manurangsi, Avinash V Varadarajan, Chiyuan Zhang. NeurIPS 2023Learning to Bid in Contextual First Price Auctions
Ashwinkumar Badanidiyuru, Zhe Feng, Guru Guruganesh. WWW 2023Incrementality Bidding via Reinforcement Learning under Mixed and Delayed Reward
Ashwinkumar Badanidiyuru, Zhe Feng , Tianxi Li, and Haifeng Xu. NeurIPS 2022Handling many conversions per click in modeling delayed feedback
Ashwinkumar Badanidiyuru, Andrew Evdokimov, Vinodh Krishnan, Pan Li, Wynn Vonnegut, Jayden Wang. ADKDD 2021Modeling labels for conversion value prediction
Ashwinkumar Badanidiyuru, Guru Guruganesh. ADKDD 2021Online Learning via Offline Greedy: Applications in Market Design and Optimization
Rad Niazadeh, Negin Golrezaei, Joshua Wang, Fransisca Susan, Ashwinkumar Badanidiyuru. EC 2021Submodular Maximization Through Barrier Functions
Ashwinkumar Badanidiyuru, Amin Karbasi, Ehsan Kazemi, Jan Vondrak. NeurIPS 2020Response Prediction for Low-Regret Agents.
Saeed Alaei, Ashwinkumar Badanidiyuru, Mohammad Mahdian and Sadra Yazdanbod. WINE 2019Autobidding with Constraints
Gagan Aggarwal, Ashwinkumar Badanidiyuru and Aranyak Mehta. WINE 2019Targeting and Signaling in Ad Auctions.
Ashwinkumar Badanidiyuru, Kshipra Bhawalkar, Haifeng Xu. SODA 2018Fast Constrained Submodular Maximization: Personalized Data Summarization.
Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi. ICML 2016A (1-1/e)^2-Approximation for Adaptive Seeding of Monotone Submodular Functions
Ashwinkumar Badanidiyuru, Christos Papaditimiriou, Aviad Rubinstein, Lior Seeman, Yaron Singer. SODA 2016Distributed Submodular Cover: Succinctly Summarizing Massive Data
Baharan Mirzasoleiman, Amin Karbasi, Ashwinkumar Badanidiyuru, Andreas Krause. NIPS 2015Lazier Than Lazy Greedy
Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi, Jan Vondrak, Andreas Krause. AAAI 2015Streaming Submodular Maximization: Massive Data Summarization on the Fly
Ashwinkumar Badanidiyuru, Baharan Mirzasoleiman, Amin Karbasi, Andreas Krause. KDD 2014Resourceful contextual bandits
Ashwinkumar Badanidiyuru, John Langford, Aleksandrs Slivkins. COLT 2014Robust Multi-objective Learning with Mentor Feedback
Alekh Agarwal, Ashwinkumar Badanidiyuru, Miroslav Dudik, Robert E. Schapire, Aleksandrs Slivkins. COLT 2014Fast algorithms for maximizing submodular functions
Ashwinkumar Badanidiyuru, Jan Vondrak. SODA 2014Bandits with Knapsacks
Ashwinkumar Badanidiyuru, Robert Kleinberg, Aleksandrs Slivkins. FOCS 2013Learning on a Budget: Posted Price Mechanisms for Online Procurement
Ashwinkumar Badanidiyuru, Robert Kleinberg, Yaron Singer. EC 2012Optimization with Demand Oracles
Ashwinkumar Badanidiyuru, Shahar Dobzinski, Sigal Oren. EC 2012Approximating Low-Dimensional Coverage Problems.
Ashwinkumar Badanidiyuru, Robert Kleinberg, Hooyeon Lee. SOCG 2012Sketching Valuation Functions
Ashwinkumar Badanidiyuru, Shahar Dobzinski, Hu Fu, Robert Kleinberg, Noam Nisan, Tim Roughgarden. SODA 2012Buyback Problem - Approximate matroid intersection with cancellation costs
Ashwinkumar B. V. ICALP 2011Randomized Online Algorithms for the Buyback Problem
Ashwinkumar B. V., Robert Kleinberg. WINE 2009On Tradeoff Between Network Connectivity, Phase Complexity and Communication Complexity of Reliable Communication Tolerating Mixed Adversary
Ashwinkumar B. V, Arpita Patra, Ashish Choudhary, Kannan Srinathan and C. Pandu Rangan. PODC 2008
Journal
Auto-bidding and Auctions in Online Advertising: A Survey
Gagan Aggarwal, Ashwinkumar Badanidiyuru, Santiago R. Balesiro, Kshipra Bhawalkar, Yuan Deng, Zhe Feng, Gagan Goel, Christopher Liaw, Haihao Lu, Mohammad Mahdian, Jieming Mao, Aranyak Mehta, Vahab Mirookni, Renato Paes Leme, Andres Perlroth, Georgios Piliouras, Jon Schneider, Ariel Schvartzman, Balasubramanian Sivan, Kelly Spendlove, Yifeng Teng, Di Wang, Hanrui Zhang, Mingfei Zhao, Wennan Zhu, and Song Zuo. SIGEcom Exhanges 2024Online Learning via Offline Greedy: Applications in Market Design and Optimization
Rad Niazadeh, Negin Golrezaei, Joshua Wang, Fransisca Susan, Ashwinkumar Badanidiyuru. Management Science 2022Optimization with Demand Oracles
Ashwinkumar Badanidiyuru, Shahar Dobzinski, Sigal Oren. Algorithmica 2019Bandits with Knapsacks
Ashwinkumar Badanidiyuru, Robert Kleinberg, Aleksandrs Slivkins. JACM 2018On the Tradeoff Between Network Connectivity, Round Complexity and Communication Complexity of Reliable Message Transmission
Ashwinkumar Badanidiyuru, Arpita Patra, Ashish Choudhary, Kannan Srinathan and C. Pandu Rangan. JACM 2012