Gupta, Chetan

1. Wisdom of the Ensemble: Improving Consistency of Deep Learning Models
   2020/11/13 by Wang, Lijing, Ghosh, Dipanjan, Diaz, Maria Teresa Gonzalez +5 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. A Non-linear Function-on-Function Model for Regression with Time Series Data
   2020/11/24 by Qiyao Wang, Wang, Qiyao, Haiyan Wang +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
3. Lossy Catalytic Computation
   2024/08/26 by Gupta, Chetan, Jain, Rahul, Sharma, Vimal Raj +1 · 3 citations
   #Computational Complexity (cs.CC) #FOS: Computer and information sciences
4. Deep Time Series Models for Scarce Data
   2021/03/16 by Qiyao Wang, Ahmed Farahat, Wang, Qiyao +5 · 2 citations
   Chemistry · Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Spectroscopy and Chemometric Analyses #Time Series Analysis and Forecasting
5. Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling
   2018/12/18 by Aggarwal, Karan, Atan, Onur, Farahat, Ahmed +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Sparse Matrix Multiplication in the Low-Bandwidth Model
   2022/03/02 by Chetan Gupta, Juho Hirvonen, Gupta, Chetan +7 · 1 citation
   Computer Science · #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Interconnection Networks and Systems #Parallel #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #and Cluster Computing (cs.DC)
7. Equipment Health Assessment: Time Series Analysis for Wind Turbine Performance
   2024/03/01 by Jana Backhus, Backhus, Jana, Aniruddha Rajendra Rao +9 · 1 citation
   Engineering · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Engineering Diagnostics and Reliability #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Machine Fault Diagnosis Techniques #Machine Learning (cs.LG) #Structural Health Monitoring Techniques
8. Low-Bandwidth Matrix Multiplication: Faster Algorithms and More General Forms of Sparsity
   2024/04/23 by Chetan Gupta, Gupta, Chetan, Janne H. Korhonen +7 · 1 citation
   Computer Science · #Coding theory and cryptography #Distributed #F.2.1 #F.2.2 #FOS: Computer and information sciences #Interconnection Networks and Systems #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)