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Vikramank Singh
Vikramank Singh
Applied Scientist | Learned Systems Group (LSG)
在 berkeley.edu 的电子邮件经过验证 - 首页
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FITNESS:(Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers
A Sankararaman, B Narayanaswamy, VY Singh, Z Song
International Conference on Machine Learning, 19153-19177, 2022
52022
Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning
K Sridhar, V Singh, B Narayanaswamy, A Sankararaman
arXiv preprint arXiv:2212.01348, 2022
12022
Intelligent scaling in Amazon Redshift
V Nathan, V Singh, Z Liu, M Rahman, A Kipf, D Horn, D Pagano, ...
2024
Panda: Performance debugging for databases using LLM agents
V Singh, KE Vaidya, VB Kumar, S Khosla, M Narayanaswamy, ...
2024
C-GATS: Conditional generation of anomalous time series
V Singh, A Sankararaman, BM Narayanaswamy, Z Song
2022
PDQN-A Deep Reinforcement Learning Method for Planning with Long Delays: Optimization of Manufacturing Dispatching
DC Jenkins, RA Sørensen, V Singh, P Kaminsky, A Aswani, R Akella
2021
Statistical Analysis of Procedural Learning (Blocked vs. Interleaved) in Humans
R Oak, M Mukherjee, V Singh
2020
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