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Kshitiz Malik
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Active federated learning
J Goetz, K Malik, D Bui, S Moon, H Liu, A Kumar
arXiv preprint arXiv:1909.12641, 2019
492019
Exploiting postdominance for speculative parallelization
M Agarwal, K Malik, KM Woley, SS Stone, MI Frank
2007 IEEE 13th International Symposium on High Performance Computer …, 2007
262007
Federated user representation learning
D Bui, K Malik, J Goetz, H Liu, S Moon, A Kumar, KG Shin
arXiv preprint arXiv:1909.12535, 2019
252019
Federated learning with buffered asynchronous aggregation
J Nguyen, K Malik, H Zhan, A Yousefpour, M Rabbat, M Malek, D Huba
International Conference on Artificial Intelligence and Statistics, 3581-3607, 2022
192022
Paco: Probability-based path confidence prediction
K Malik, M Agarwal, V Dhar, MI Frank
2008 IEEE 14th International Symposium on High Performance Computer …, 2008
172008
Personalized Federated Learning for Assistant Systems
K Malik, S Moon, LIU Honglei, A Kumar, H Zhan, A Aly
US Patent App. 16/815,990, 2021
112021
Fetch-criticality reduction through control independence
M Agarwal, N Navale, K Malik, MI Frank
ACM SIGARCH Computer Architecture News 36 (3), 13-24, 2008
112008
Papaya: Practical, private, and scalable federated learning
D Huba, J Nguyen, K Malik, R Zhu, M Rabbat, A Yousefpour, CJ Wu, ...
Proceedings of Machine Learning and Systems 4, 814-832, 2022
72022
Branch-mispredict level parallelism (BLP) for control independence
K Malik, M Agarwal, SS Stone, KM Woley, MI Frank
2008 IEEE 14th International Symposium on High Performance Computer …, 2008
72008
Confidence based out-of-order renaming for speculatively multithreaded processors
K Malik, KM Woley, SS Stone, M Agarwal, V Dhar, MI Frank
Coordinated Science Laboratory Report no. UILU-ENG-06-2208, CRHC-06-04, 2006
42006
Confidence based out-of-order register renaming for dynamically multithreaded processors
K Malik
University of Illinois at Urbana-Champaign, 2006
32006
Adaptive memory synchronization (AMS): Balancing the risks and benefits of inter-thread load speculation
K Malik, M Agarwal, MI Frank
Reconfigurable and Adaptive Architecture Workshop, 2008
22008
Synchronizing store sets (SSS): Balancing the benefits and risks of inter-thread load speculation
SS Stone, KM Woley, K Malik, M Agarwal, V Dhar, MI Frank
Coordinated Science Laboratory Report no. UILU-ENG-06-2221, CRHC-06-14, 2006
22006
Critical branches and lucky loads in Control-Independence architectures
K Malik
University of Illinois at Urbana-Champaign, 2009
12009
Federated Learning with Partial Model Personalization
K Pillutla, K Malik, A Mohamed, M Rabbat, M Sanjabi, L Xiao
arXiv preprint arXiv:2204.03809, 2022
2022
FedSynth: Gradient Compression via Synthetic Data in Federated Learning
S Hu, J Goetz, K Malik, H Zhan, Z Liu, Y Liu
arXiv preprint arXiv:2204.01273, 2022
2022
Methods, mediums, and systems for representing a model in a memory of device
P Gill, LIU Honglei, W Yang, K Malik, N Wang, D Reiss
US Patent 11,227,122, 2022
2022
PaCo: Probability-based path confidence prediction
VD Dhar, MIF Frank, MA Agarwal, KM Malik
2008
Active Federated Learning Download PDF Open Website
J Goetz, K Malik, D Bui, S Moon, H Liu, A Kumar
INDUSTRIAL SESSION
V Salapura, M Blumrich, A Gara, K Leigh, P Ranganathan, J Subhlok, ...
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