Scaling Anomaly Detection Service Using Serverless Technology
- Dhaval Patel
- Shuxin Lin
- et al.
- 2021
- Big Data 2021
Publications
86 results for Jayant Kalagnanam
Asset Modeling using Serverless Computing
- Srideepika Jayaraman
- Chandra Reddy
- et al.
- 2021
- Big Data 2021
Math Programming based Reinforcement Learning for Multi-Echelon Inventory Management
- Pavithra Harsha
- Ashish Jagmohan
- et al.
- 2021
- NeurIPS 2021
Batched Learning in Generalized Linear Contextual Bandits with General Decision Sets
- Zhimei Ren
- Zhengyuan Zhou
- et al.
- 2021
- ACC 2021
Regression Optimization for System-level Production Control
- Dzung T. Phan
- Lam Nguyen
- et al.
- 2021
- ACC 2021
Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network
- Kyongmin Yeo
- DYLAN E.C. GRULLON
- et al.
- 2021
- SIAM Journal on Scientific Computing
Optimal decision trees for categorical data via integer programming
- Oktay Günlük
- Jayant R. Kalagnanam
- et al.
- 2021
- Journal of Global Optimization
FLOps: On Learning Important Time Series Features for Real-Valued Prediction
- Dhaval Patel
- Syed Yousaf Shah
- et al.
- 2020
- Big Data 2020
Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0
- Dhaval Patel
- Nianjun Zhou
- et al.
- 2020
- Big Data 2020
Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph
- Dhaval Patel
- Shrey Shrivastava
- et al.
- 2020
- Big Data 2020