Somdeb Majumdar

33 papers A* 4A 6B 1Journal 16Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	FloorSet - a VLSI Floorplanning Dataset with Design Constraints of Real-World SOCs. ICCAD Uday Mallappa, Hesham Mostafa, Mikhail Galkin, Mariano Phielipp, Somdeb Majumdar
2024	J	`jnl`	FloorSet - a VLSI Floorplanning Dataset with Design Constraints of Real-World SoCs. CoRR Uday Mallappa, Hesham Mostafa, Michael Galkin, Mariano Phielipp, Somdeb Majumdar
2024	—	`conf`	MinBLoG: Minimization of Boolean Logic Functions using Graph Attention Network. MLCAD Prianka Sengupta, Aakash Tyagi, Jiang Hu, Vivek K. Rajan, Hesham Mostafa, Somdeb Majumdar
2024	J	`jnl`	PARSAC: Fast, Human-quality Floorplanning for Modern SoCs with Complex Design Constraints. CoRR Hesham Mostafa, Uday Mallappa, Mikhail Galkin, Mariano Phielipp, Somdeb Majumdar
2023	A	`conf`	Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs. WACV Shengyu Feng, Hesham Mostafa, Marcel Nassar, Somdeb Majumdar, Subarna Tripathi
2022	A*	`conf`	Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos. CVPR Shaowei Liu, Subarna Tripathi, Somdeb Majumdar, Xiaolong Wang
2022	J	`jnl`	Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos. CoRR Shaowei Liu, Subarna Tripathi, Somdeb Majumdar, Xiaolong Wang
2022	B	`conf`	Learning Intrinsic Symbolic Rewards in Reinforcement Learning. IJCNN Hassam Ullah Sheikh, Shauharda Khadka, Santiago Miret, Somdeb Majumdar, Mariano Phielipp
2022	—	`conf`	Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection. ECCV (35) Kyle Min, Sourya Roy, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar
2022	J	`jnl`	Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection. CoRR Kyle Min, Sourya Roy, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar
2022	A	`conf`	Neuroevolution-enhanced multi-objective optimization for mixed-precision quantization. GECCO Santiago Miret, Vui Seng Chua, Mattias Marder, Mariano Phielipp, Nilesh Jain, Somdeb Majumdar
2022	—	`conf`	The Changing Landscape of AI-driven System Optimization for Complex Combinatorial Optimization. MLCAD Somdeb Majumdar
2021	A	`conf`	Dynamic Skill Selection for Learning Joint Actions. AAMAS Enna Sachdeva, Shauharda Khadka, Somdeb Majumdar, Kagan Tumer
2021	J	`jnl`	Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs. CoRR Shengyu Feng, Subarna Tripathi, Hesham Mostafa, Marcel Nassar, Somdeb Majumdar
2021	J	`jnl`	Learning Spatial-Temporal Graphs for Active Speaker Detection. CoRR Sourya Roy, Kyle Min, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar
2021	A	`conf`	MAEDyS: multiagent evolution via dynamic skill selection. GECCO Enna Sachdeva, Shauharda Khadka, Somdeb Majumdar, Kagan Tumer
2021	J	`jnl`	Minimizing Communication while Maximizing Performance in Multi-Agent Reinforcement Learning. CoRR Varun Kumar Vijay, Hassam Sheikh, Somdeb Majumdar, Mariano Phielipp
2021	J	`jnl`	Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization. CoRR Santiago Miret, Vui Seng Chua, Mattias Marder, Mariano Phielipp, Nilesh Jain, Somdeb Majumdar
2021	J	`jnl`	On Local Aggregation in Heterophilic Graphs. CoRR Hesham Mostafa, Marcel Nassar, Somdeb Majumdar
2021	A*	`conf`	Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning. ICLR Shauharda Khadka, Estelle Aflalo, Mattias Marder, Avrech Ben-David, Santiago Miret, Shie Mannor, Tamir Hazan, Hanlin Tang, Somdeb Majumdar
2020	J	`jnl`	Dream and Search to Control: Latent Space Planning for Continuous Control. CoRR Anurag Koul, Varun V. Kumar, Alan Fern, Somdeb Majumdar
2020	A*	`conf`	Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination. ICML Somdeb Majumdar, Shauharda Khadka, Santiago Miret, Stephen McAleer, Kagan Tumer
2020	J	`jnl`	Learning Intrinsic Symbolic Rewards in Reinforcement Learning. CoRR Hassam Sheikh, Shauharda Khadka, Santiago Miret, Somdeb Majumdar
2020	J	`jnl`	Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning. CoRR Shauharda Khadka, Estelle Aflalo, Mattias Marder, Avrech Ben-David, Santiago Miret, Hanlin Tang, Shie Mannor, Tamir Hazan, Somdeb Majumdar
2020	J	`jnl`	Safety Aware Reinforcement Learning (SARL). CoRR Santiago Miret, Somdeb Majumdar, Carroll Wainwright
2019	J	`jnl`	Artificial Intelligence for Prosthetics - challenge solutions. CoRR Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hongsheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaskowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy D. Watson, Marcel Salathé, Sergey Levine, Scott L. Delp
2019	A*	`conf`	Collaborative Evolutionary Reinforcement Learning. ICML Shauharda Khadka, Somdeb Majumdar, Tarek Nassar, Zach Dwiel, Evren Tumer, Santiago Miret, Yinyin Liu, Kagan Tumer
2019	J	`jnl`	Collaborative Evolutionary Reinforcement Learning. CoRR Shauharda Khadka, Somdeb Majumdar, Tarek Nassar, Zach Dwiel, Evren Tumer, Santiago Miret, Yinyin Liu, Kagan Tumer
2019	J	`jnl`	Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination. CoRR Shauharda Khadka, Somdeb Majumdar, Kagan Tumer
2012	A	`conf`	A closed-loop system for artifact mitigation in ambulatory electrocardiogram monitoring. DATE Mohammed Shoaib, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
2011	—	`conf`	Diagnostic grade wireless ECG monitoring. EMBC Harinath Garudadri, Yuejie Chi, Steve Baker, Somdeb Majumdar, Pawan K. Baheti, Dan Ballard
2010	—	`conf`	Blood oxygen estimation from compressively sensed photoplethysmograph. Wireless Health Pawan K. Baheti, Harinath Garudadri, Somdeb Majumdar
2010	—	`conf`	Low complexity sensors for body area networks. PETRA Harinath Garudadri, Pawan K. Baheti, Somdeb Majumdar