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Aniket Anand Deshmukh

Observed names: Aniket Deshmukh, Deshmukh, Aniket, Deshmukh, Aniket Anand
Observed institutions: Microsoft (United States), Centre National de la Recherche Scientifique, Amazon (United States), University of Wisconsin–Madison, Université Paris-Saclay, University of Michigan, Laboratoire de Mathématiques d'Orsay, Databricks (United States)
ORCID: 0000-0002-7292-8436
Observed ORCID: 0000-0002-7292-8436
OpenAlex ID: A5035432690
Domain Generalization by Marginal Transfer Learning
2017 · Blanchard, Gilles, Deshmukh, Aniket Anand, et al. · arXiv (Cornell University) · 187
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Multi-Task Learning for Contextual Bandits
2017 · Deshmukh, Aniket Anand, Dogan, Urun, et al. · arXiv (Cornell University) · 56
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A Generalization Error Bound for Multi-class Domain Generalization
2019 · Deshmukh, Aniket Anand, Lei, Yunwen, et al. · arXiv (Cornell University) · 40
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Consensus Clustering With Unsupervised Representation Learning
2021 · Jayanth Reddy Regatti, Aniket Anand Deshmukh, et al. · International Joint Conference on Neural Networks (IJCNN) · 27
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Simple Regret Minimization for Contextual Bandits
2018 · Deshmukh, Aniket Anand, Sharma, Srinagesh, et al. · arXiv (Cornell University) · 25
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Multi-Objective Alignment of Large Language Models Through Hypervolume Maximization
2024 · Mukherjee, Subhojyoti, Lalitha, Anusha, et al. · arXiv (Cornell University) · 24
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Label-Similarity Curriculum Learning
2020 · Ürün Dogan, Aniket Anand Deshmukh, et al. · Lecture notes in computer science · 21
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Zero-Shot Domain Generalization
2020 · Udit Maniyar, Joseph K J, et al. · British Machine Vision Conference (BMVC) · 18
Zero Shot Domain Generalization
2020 · Maniyar, Udit, J, Joseph K, et al. · arXiv (Cornell University) · 14
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Representation learning for clustering via building consensus
2022 · Aniket Anand Deshmukh, Jayanth Reddy Regatti, et al. · Machine Learning · 10
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Domain2Vec: Deep Domain Generalization
2018 · Deshmukh, Aniket Anand, Bansal, Ankit, et al. · arXiv (Cornell University) · 8
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Semi-supervised Transfer Learning Using Marginal Predictors
2018 · Aniket Anand Deshmukh, Emil Laftchiev · IEEE Data Science Workshop (DSW) · 7
PAC Reinforcement Learning without Real-World Feedback
2019 · Zhong, Yuren, Deshmukh, Aniket Anand, et al. · arXiv (Cornell University) · 6
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Optimal Design for Human Preference Elicitation
2024 · Subhojyoti Mukherjee, Anusha Lalitha, et al. · neural information processing systems · 5
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Offline RL With Resource Constrained Online Deployment
2021 · Regatti, Jayanth Reddy, Deshmukh, Aniket Anand, et al. · arXiv (Cornell University) · 5
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Self-Supervised Contextual Bandits in Computer Vision
2020 · Deshmukh, Aniket Anand, Kumar, Abhimanu, et al. · arXiv (Cornell University) · 4
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Second Workshop on Generative AI for Recommender Systems and Personalization
2025 · Narges Tabari, Aniket Deshmukh, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 3
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Head and Tail Localization of C. elegans
2020 · Mane, Mansi Ranjit, Deshmukh, Aniket Anand, et al. · arXiv (Cornell University) · 3
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First Workshop on Generative AI for Recommender Systems and Personalization
2024 · Narges Tabari, Aniket Anand Deshmukh, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2
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Experimental Design for Active Transductive Inference in Large Language Models
2024 · Mukherjee, Subhojyoti, Lalitha, Anusha, et al. · arXiv (Cornell University) · 2
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Data Transformation Insights in Self-supervision with Clustering Tasks
2020 · Kumar, Abhimanu, Deshmukh, Aniket Anand, et al. · arXiv (Cornell University) · 2
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Machine Learning Algorithms for Spacecraft Magnetic Field Interference Cancellation: Enabling Satellite Magnetometry without a Boom
2019 · Mark Moldwin, Srinagesh Sharma, et al. · 1
Kernel Methods for Learning with Limited Labeled Data
2019 · Aniket Anand Deshmukh · Deep Blue (University of Michigan) · 1
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Input-Output Logic based Fault-Tolerant Design Technique for SRAM-based FPGAs
2013 · Timmaraju, Aditya Srinivas, Deshmukh, Aniket Anand, et al. · arXiv (Cornell University) · 1
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Third Workshop on Generative AI for Recommender Systems and Personalization
2026 · Narges Tabari, Aniket Deshmukh, et al. · ACM International Conference on Web Search and Data Mining (WSDM)
Works count: 27
Citation count: 472
H-index: 10
I10-index: 10
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