Aniket Anand Deshmukh

24 papers A* 1A 1B 1Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CodeScout: Contextual Problem Statement Enhancement for Software Agents. CoRR Manan Suri, Xiangci Li, Mehdi Shojaie, Songyang Han, Chao-Chun Hsu, Shweta Garg, Aniket Anand Deshmukh, Varun Kumar
2024	A*	`conf`	First Workshop on Generative AI for Recommender Systems and Personalization. KDD Narges Tabari, Aniket Anand Deshmukh, Wang-Cheng Kang, Hamed Zamani, Rashmi Gangadharaiah, Julian J. McAuley, George Karypis
2022	J	`jnl`	Representation learning for clustering via building consensus. Mach. Learn. Aniket Anand Deshmukh, Jayanth Reddy Regatti, Eren Manavoglu, Ürün Dogan
2021	B	`conf`	Consensus Clustering With Unsupervised Representation Learning. IJCNN Jayanth Reddy Regatti, Aniket Anand Deshmukh, Eren Manavoglu, Ürün Dogan
2021	J	`jnl`	Domain Generalization by Marginal Transfer Learning. J. Mach. Learn. Res. Gilles Blanchard, Aniket Anand Deshmukh, Ürün Dogan, Gyemin Lee, Clayton Scott
2021	J	`jnl`	Offline RL With Resource Constrained Online Deployment. CoRR Jayanth Reddy Regatti, Aniket Anand Deshmukh, Frank Cheng, Young Hun Jung, Abhishek Gupta, Ürün Dogan
2021	—	`conf`	On Challenges in Unsupervised Domain Generalization. Pre-Registration Workshop @ NeurIPS Vaasudev Narayanan, Aniket Anand Deshmukh, Ürün Dogan, Vineeth N. Balasubramanian
2021	J	`jnl`	Representation Learning for Clustering via Building Consensus. CoRR Aniket Anand Deshmukh, Jayanth Reddy Regatti, Eren Manavoglu, Ürün Dogan
2020	J	`jnl`	Consensus Clustering with Unsupervised Representation Learning. CoRR Jayanth Reddy Regatti, Aniket Anand Deshmukh, Eren Manavoglu, Ürün Dogan
2020	J	`jnl`	Data Transformation Insights in Self-supervision with Clustering Tasks. CoRR Abhimanu Kumar, Aniket Anand Deshmukh, Ürün Dogan, Denis Charles, Eren Manavoglu
2020	J	`jnl`	Head and Tail Localization of C. elegans. CoRR Mansi Ranjit Mane, Aniket Anand Deshmukh, Adam J. Iliff
2020	—	`conf`	Label-Similarity Curriculum Learning. ECCV (29) Ürün Dogan, Aniket Anand Deshmukh, Marcin Machura, Christian Igel
2020	J	`jnl`	Self-Supervised Contextual Bandits in Computer Vision. CoRR Aniket Anand Deshmukh, Abhimanu Kumar, Levi Boyles, Denis Charles, Eren Manavoglu, Ürün Dogan
2020	J	`jnl`	Zero Shot Domain Generalization. CoRR Udit Maniyar, K. J. Joseph, Aniket Anand Deshmukh, Ürün Dogan, Vineeth N. Balasubramanian
2020	A	`conf`	Zero-Shot Domain Generalization. BMVC Udit Maniyar, K. J. Joseph, Aniket Anand Deshmukh, Ürün Dogan, Vineeth N. Balasubramanian
2019	J	`jnl`	A Generalization Error Bound for Multi-class Domain Generalization. CoRR Aniket Anand Deshmukh, Yunwen Lei, Srinagesh Sharma, Ürün Dogan, James W. Cutler, Clayton Scott
2019	J	`jnl`	Label-similarity Curriculum Learning. CoRR Ürün Dogan, Aniket Anand Deshmukh, Marcin Machura, Christian Igel
2019	J	`jnl`	PAC Reinforcement Learning without Real-World Feedback. CoRR Yuren Zhong, Aniket Anand Deshmukh, Clayton Scott
2018	J	`jnl`	Domain2Vec: Deep Domain Generalization. CoRR Aniket Anand Deshmukh, Ankit Bansal, Akash Rastogi
2018	—	`conf`	Semi-Supervised Transfer Learning Using Marginal Predictors. DSW Aniket Anand Deshmukh, Emil Laftchiev
2018	J	`jnl`	Simple Regret Minimization for Contextual Bandits. CoRR Aniket Anand Deshmukh, Srinagesh Sharma, James W. Cutler, Mark Moldwin, Clayton Scott
2017	—	`conf`	Multi-Task Learning for Contextual Bandits. NIPS Aniket Anand Deshmukh, Ürün Dogan, Clayton Scott
2017	J	`jnl`	Multi-Task Learning for Contextual Bandits. CoRR Aniket Anand Deshmukh, Ürün Dogan, Clayton Scott
2013	J	`jnl`	Input-Output Logic based Fault-Tolerant Design Technique for SRAM-based FPGAs. CoRR Aditya Srinivas Timmaraju, Aniket Anand Deshmukh, Mohammed Amir Khan, Zafar Ali Khan