Don Kurian Dennis

13 papers A* 7Journal 5Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Agreement-Based Cascading for Efficient Inference. Trans. Mach. Learn. Res. Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith
2025	A*	`conf`	COpter: Efficient Large-Scale Resource-Allocation via Continual Optimization. SOSP Suhas Jayaram Subramanya, Don Kurian Dennis, Virginia Smith, Gregory R. Ganger
2024	J	`jnl`	Revisiting Cascaded Ensembles for Efficient Inference. CoRR Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith
2023	A*	`conf`	Bitrate-Constrained DRO: Beyond Worst Case Robustness To Unknown Group Shifts. ICLR Amrith Setlur, Don Kurian Dennis, Benjamin Eysenbach, Aditi Raghunathan, Chelsea Finn, Virginia Smith, Sergey Levine
2023	J	`jnl`	Bitrate-Constrained DRO: Beyond Worst Case Robustness To Unknown Group Shifts. CoRR Amrith Setlur, Don Kurian Dennis, Benjamin Eysenbach, Aditi Raghunathan, Chelsea Finn, Virginia Smith, Sergey Levine
2023	A*	`conf`	Progressive Ensemble Distillation: Building Ensembles for Efficient Inference. NeurIPS Don Kurian Dennis, Abhishek Shetty, Anish Prasad Sevekari, Kazuhito Koishida, Virginia Smith
2023	J	`jnl`	Progressive Knowledge Distillation: Building Ensembles for Efficient Inference. CoRR Don Kurian Dennis, Abhishek Shetty, Anish Sevekari, Kazuhito Koishida, Virginia Smith
2021	A*	`conf`	Heterogeneity for the Win: One-Shot Federated Clustering. ICML Don Kurian Dennis, Tian Li, Virginia Smith
2021	J	`jnl`	Heterogeneity for the Win: One-Shot Federated Clustering. CoRR Don Kurian Dennis, Tian Li, Virginia Smith
2019	A*	`conf`	GesturePod: Enabling On-device Gesture-based Interaction for White Cane Users. UIST Shishir G. Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Vardhan Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain
2019	A*	`conf`	Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices. NeurIPS Don Kurian Dennis, Durmus Alp Emre Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Venkatesh Saligrama, Harsha Vardhan Simhadri, Prateek Jain
2018	A*	`conf`	Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices. NeurIPS Don Kurian Dennis, Chirag Pabbaraju, Harsha Vardhan Simhadri, Prateek Jain
2017	—	`conf`	Single cycle RISC-V micro architecture processor and its FPGA prototype. ISED Don Kurian Dennis, Ayushi Priyam, Sukhpreet Singh Virk, Sajal Agrawal, Tanuj Sharma, Arijit Mondal, Kailash Chandra Ray