フォロー
Srideepika Jayaraman
Srideepika Jayaraman
Senior Research Engineer, IBM Research
確認したメール アドレス: ibm.com - ホームページ
タイトル
引用先
引用先
A transformer-based framework for multivariate time series representation learning
G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
10832021
Anomalykits: Anomaly detection toolkit for time series
D Patel, G Ganapavarapu, S Jayaraman, S Lin, A Bhamidipaty, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 13209 …, 2022
162022
Representation learning of multivariate time series using a transformer framework
G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021
11*2021
A Transformer-based Framework for Multivariate Time Series Representation Learning. arXiv
G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff
arXiv preprint arXiv:2010.02803, 2020
112020
A Transformer-based Framework for Multivariate Time Series Representation Learning. arXiv 2020
G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff
arXiv preprint arXiv:2010.02803, 0
11
AI model factory: scaling AI for industry 4.0 applications
D Patel, S Lin, D Shah, S Jayaraman, J Ploennigs, A Bhamidipati, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16467 …, 2023
62023
Toolkit for time series anomaly detection
D Patel, D Phan, M Mueller, A Rajasekharan
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
42022
Ranking machine learning pipelines using joint computations
DC Patel, S Jayaraman, S Lin, A Bhamidipaty, JR Kalagnanam
US Patent App. 17/986,001, 2024
12024
Asset Modeling using Serverless Computing
S Jayaraman, C Reddy, E Khabiri, D Patel, A Bhamidipaty, J Kalagnanam
2021 IEEE International Conference on Big Data (Big Data), 4084-4090, 2021
12021
Scaling Anomaly Detection Service Using Serverless Technology
D Patel, S Lin, S Jayaraman, G Ganapavarapu, A Bhamidipaty, ...
2021 IEEE International Conference on Big Data (Big Data), 5982-5984, 2021
12021
Artificial Intelligence Model Factory
DC Patel, V Sharma, A Bhamidipaty, JR Kalagnanam, S Lin, D Shah, ...
US Patent App. 18/362,726, 2025
2025
LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience
N Jha, S Lin, S Jayaraman, K Frohling, C Constantinides, D Patel
arXiv preprint arXiv:2501.16744, 2025
2025
Detecting and mitigating system anomalies using knowledge graphs
B Agrawal, RJ Baseman, JO Kephart, A Bhamidipaty, E Khabiri, Y Li, ...
US Patent App. 18/192,812, 2024
2024
A System and Benchmark for LLM-based Q&A on Heterogeneous Data
A Fokoue, S Jayaraman, E Khabiri, JO Kephart, Y Li, D Shah, Y Drissi, ...
arXiv preprint arXiv:2409.05735, 2024
2024
Vehicle asset modeling using language processing methods
E Khabiri, A Bhamidipaty, RJ Baseman, CK Reddy, S Jayaraman
US Patent 12,073,152, 2024
2024
Using sequence mining to predict quality and yield
RJ Baseman, E Khabiri, A Bhamidipaty, Y Li, S Jayaraman, B Agrawal, ...
US Patent App. 17/817,688, 2024
2024
Multi-polytope machine for classification
DT Phan, LM Nguyen, JR Kalagnanam, CK Reddy, S Jayaraman
US Patent App. 17/491,494, 2023
2023
Wafer asset modeling using language processing methods
E Khabiri, A Bhamidipaty, RJ Baseman, CK Reddy, S Jayaraman
US Patent 11,599,690, 2023
2023
SYSTEM AND METHOD FOR CONSTRUCTING TOP-PERFORMING PIPELINES USING HIERARCHICAL CONFIGURATION SPACE
CD Patel, S Jayaraman, S Lin, A Bhamidipaty, J Kalagnanam, R
US Patent US 20240330756 A1, 2023
2023
Maluuba FigureQA: Visual Question Answering for Relational Reasoning
A Pimpley, S Jayaraman, S Gullapuram, S Grandhe
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論文 1–20