Kabir Nagrecha

15 papers A* 1A 2Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Reinforcement Learning for Intra- & Inter-Node Recommender Data Pipeline Optimization. Trans. Recomm. Syst. Kabir Nagrecha, Lingyi Liu, Pablo Delgado
2024	—	`—`	Orchestration Systems to Support Deep Learning at Scale Kabir Nagrecha
2023	A	`conf`	InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models. RecSys Kabir Nagrecha, Lingyi Liu, Pablo Delgado, Prasanna Padmanabhan
2023	J	`jnl`	InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models. CoRR Kabir Nagrecha, Lingyi Liu, Pablo Delgado, Prasanna Padmanabhan
2023	J	`jnl`	Saturn: An Optimized Data System for Large Model Deep Learning Workloads. CoRR Kabir Nagrecha, Arun Kumar
2023	J	`jnl`	Saturn: An Optimized Data System for Multi-Large-Model Deep Learning Workloads. Proc. VLDB Endow. Kabir Nagrecha, Arun Kumar
2023	J	`jnl`	Saturn: Efficient Multi-Large-Model Deep Learning. CoRR Kabir Nagrecha, Arun Kumar
2023	J	`jnl`	Systems for Parallel and Distributed Large-Model Deep Learning Training. CoRR Kabir Nagrecha
2022	—	`conf`	Multi-Pollutant Ground-level Air Pollution Prediction through Deep MeteoGCN-ConvLSTM. CSCI Pratyush Muthukumar, Shaurya Pathak, Kabir Nagrecha, Hirad Hosseini, Dawn Comer, Navid Amini, Jeanne Holm, Mohammad Pourhomayoun
2021	A	`conf`	Cerebro: A Layered Data Platform for Scalable Deep Learning. CIDR Arun Kumar, Supun Nakandala, Yuhao Zhang, Side Li, Advitya Gemawat, Kabir Nagrecha
2021	A*	`conf`	Gradient-Based Algorithms for Machine Teaching. CVPR Pei Wang, Kabir Nagrecha, Nuno Vasconcelos
2021	J	`jnl`	Hydra: A System for Large Multi-Model Deep Learning. CoRR Kabir Nagrecha, Arun Kumar
2021	—	`conf`	Model-Parallel Model Selection for Deep Learning Systems. SIGMOD Conference Kabir Nagrecha
2021	J	`jnl`	Model-Parallel Model Selection for Deep Learning Systems. CoRR Kabir Nagrecha
2020	J	`jnl`	Incremental and Approximate Computations for Accelerating Deep CNN Inference. ACM Trans. Database Syst. Supun Nakandala, Kabir Nagrecha, Arun Kumar, Yannis Papakonstantinou