Aniket Anand Deshmukh

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 23

Top Topics

Transfer Learning

Consensus Clustering

Manifold Alignment

Top Venues

Publications

Narges Tabari, Aniket Anand Deshmukh, Wang-Cheng Kang, Hamed Zamani, Rashmi Gangadharaiah, Julian J. McAuley, George Karypis
First Workshop on Generative AI for Recommender Systems and Personalization. KDD (2024)
Aniket Anand Deshmukh, Lingzhe Chester Cai, Yale N. Patt
Alternate Path Fetch. ISCA (2024)
Aniket Anand Deshmukh, Jayanth Reddy Regatti, Eren Manavoglu, Ürün Dogan
Representation learning for clustering via building consensus. Mach. Learn. 111 (12) (2022)
Vaasudev Narayanan, Aniket Anand Deshmukh, Ürün Dogan, Vineeth N. Balasubramanian
On Challenges in Unsupervised Domain Generalization. Pre-Registration Workshop @ NeurIPS (2021)
Gilles Blanchard, Aniket Anand Deshmukh, Ürün Dogan, Gyemin Lee, Clayton Scott
Domain Generalization by Marginal Transfer Learning. J. Mach. Learn. Res. 22 (2021)
Jayanth Reddy Regatti, Aniket Anand Deshmukh, Frank Cheng, Young Hun Jung, Abhishek Gupta, Ürün Dogan
Offline RL With Resource Constrained Online Deployment. CoRR (2021)
Jayanth Reddy Regatti, Aniket Anand Deshmukh, Eren Manavoglu, Ürün Dogan
Consensus Clustering With Unsupervised Representation Learning. IJCNN (2021)
Aniket Anand Deshmukh, Jayanth Reddy Regatti, Eren Manavoglu, Ürün Dogan
Representation Learning for Clustering via Building Consensus. CoRR (2021)
Udit Maniyar, K. J. Joseph, Aniket Anand Deshmukh, Ürün Dogan, Vineeth N. Balasubramanian
Zero-Shot Domain Generalization. BMVC (2020)
Udit Maniyar, K. J. Joseph, Aniket Anand Deshmukh, Ürün Dogan, Vineeth N. Balasubramanian
Zero Shot Domain Generalization. CoRR (2020)
Aniket Anand Deshmukh, Abhimanu Kumar, Levi Boyles, Denis Charles, Eren Manavoglu, Ürün Dogan
Self-Supervised Contextual Bandits in Computer Vision. CoRR (2020)
Abhimanu Kumar, Aniket Anand Deshmukh, Ürün Dogan, Denis Charles, Eren Manavoglu
Data Transformation Insights in Self-supervision with Clustering Tasks. CoRR (2020)
Ürün Dogan, Aniket Anand Deshmukh, Marcin Machura, Christian Igel
Label-Similarity Curriculum Learning. ECCV (29) (2020)
Jayanth Reddy Regatti, Aniket Anand Deshmukh, Eren Manavoglu, Ürün Dogan
Consensus Clustering with Unsupervised Representation Learning. CoRR (2020)
Mansi Ranjit Mane, Aniket Anand Deshmukh, Adam J. Iliff
Head and Tail Localization of C. elegans. CoRR (2020)
Yuren Zhong, Aniket Anand Deshmukh, Clayton Scott
PAC Reinforcement Learning without Real-World Feedback. CoRR (2019)
Aniket Anand Deshmukh, Yunwen Lei, Srinagesh Sharma, Ürün Dogan, James W. Cutler, Clayton Scott
A Generalization Error Bound for Multi-class Domain Generalization. CoRR (2019)
Ürün Dogan, Aniket Anand Deshmukh, Marcin Machura, Christian Igel
Label-similarity Curriculum Learning. CoRR (2019)
Aniket Anand Deshmukh, Srinagesh Sharma, James W. Cutler, Mark Moldwin, Clayton Scott
Simple Regret Minimization for Contextual Bandits. CoRR (2018)
Aniket Anand Deshmukh, Ankit Bansal, Akash Rastogi
Domain2Vec: Deep Domain Generalization. CoRR (2018)
Aniket Anand Deshmukh, Emil Laftchiev
Semi-Supervised Transfer Learning Using Marginal Predictors. DSW (2018)
Aniket Anand Deshmukh, Ürün Dogan, Clayton Scott
Multi-Task Learning for Contextual Bandits. CoRR (2017)
Aniket Anand Deshmukh, Ürün Dogan, Clayton Scott
Multi-Task Learning for Contextual Bandits. NIPS (2017)
Aditya Srinivas Timmaraju, Aniket Anand Deshmukh, Mohammed Amir Khan, Zafar Ali Khan
Input-Output Logic based Fault-Tolerant Design Technique for SRAM-based FPGAs. CoRR (2013)