基本信息
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Bio
His research activities have ranged from applications of reinforcement learning to business analytics, methods for anomaly detection, temporal causal modeling, cost-sensitive learning and on-line active learning, among other topics. Methodologies that he co-developed through these research efforts have made their ways into a number of IBM offerings, including Temporal Causal Modeling engine in SPSS Modeler and Statistics, Granger anomaly detection engine in Smart Cloud Predictive Insights, the Tax Collections Optimizer and Signature Solutions “Next Best Action” and “CFO-dashboard.”
Research Interests
Papers共 134 篇Author StatisticsCo-AuthorSimilar Experts
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JOURNAL OF COMPLEX NETWORKSno. 1 (2025)
Saurabh Jha, Rohan Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya,Mudit Verma,Harshit Kumar,Hirokuni Kitahara,Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu,Bekir O. Turkkan,Gerard Vanloo,Michael Nidd, Ting Dai,Oishik Chatterjee,Pranjal Gupta,Suranjana Samanta,Pooja Aggarwal, Rong Lee, Pavankumar Murali, Jae-wook Ahn,Debanjana Kar, Ameet Rahane, Carlos Fonseca,Amit Paradkar,Yu Deng, Pratibha Moogi,Prateeti Mohapatra,Naoki Abe,Chandrasekhar Narayanaswami,Tianyin Xu,Lav R. Varshney,Ruchi Mahindru,Anca Sailer, Laura Shwartz,Daby Sow, Nicholas C. M. Fuller,Ruchir Puri
CoRR (2025)
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Knowledge and Information Systemspp.1-30, (2024)
INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238 (2024)
2024 54TH ANNUAL IEEE/IFIP INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND NETWORKS-SUPPLEMENTAL VOLUME, DSN-S 2024pp.141-147, (2024)
TMLR 2024 (2024)
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ICLR 2024 (2024)
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Author Statistics
#Papers: 133
#Citation: 6232
H-Index: 34
G-Index: 78
Sociability: 5
Diversity: 2
Activity: 11
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