Jyoti Narwariya

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Multivariate Time Series

Electricity Consumption

Top Venues

J. Heal. Informatics Res.

Publications

Muskan Gupta, Priyanka Gupta, Jyoti Narwariya, Lovekesh Vig, Gautam Shroff
SCM4SR: Structural Causal Model-based Data Augmentation for Robust Session-based Recommendation. SIGIR (2024)
Jyoti Narwariya, Priyanka Gupta, Garima Gupta, Lovekesh Vig, Gautam Shroff
X4SR: Post-Hoc Explanations for Session-based Recommendations. eCom@SIGIR (2023)
Vibhor Gupta, Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff
Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions. CoRR (2022)
Jyoti Narwariya, Chetan Verma, Pankaj Malhotra, Lovekesh Vig, Easwara Subramanian, Sanjay Bhat
Electricity Consumption Forecasting for Out-of-distribution Time-of-Use Tariffs. CoRR (2022)
Vibhor Gupta, Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff
Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions. ICDM (2021)
Priyanka Gupta, Pankaj Malhotra, Jyoti Narwariya, Lovekesh Vig, Gautam Shroff
Transfer Learning for Clinical Time Series Analysis Using Deep Neural Networks. J. Heal. Informatics Res. 4 (2) (2020)
Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff, Vishnu TV
Meta-Learning for Few-Shot Time Series Classification. COMAD/CODS (2020)
Jyoti Narwariya, Pankaj Malhotra, Vishnu TV, Lovekesh Vig, Gautam Shroff
Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation. CoRR (2020)
Vibhor Gupta, Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff
Handling Variable-Dimensional Time Series with Graph Neural Networks. CoRR (2020)
Priyanka Gupta, Pankaj Malhotra, Jyoti Narwariya, Lovekesh Vig, Gautam Shroff
Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks. CoRR (2019)
Vishnu TV, Pankaj Malhotra, Jyoti Narwariya, Lovekesh Vig, Gautam Shroff
Meta-Learning for Black-box Optimization. CoRR (2019)
Kathan Kashiparekh, Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff
ConvTimeNet: A Pre-trained Deep Convolutional Neural Network for Time Series Classification. CoRR (2019)
Vishnu TV, Pankaj Malhotra, Jyoti Narwariya, Lovekesh Vig, Gautam Shroff
Meta-Learning for Black-Box Optimization. ECML/PKDD (2) (2019)
Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff, Vishnu TV
Meta-Learning for Few-Shot Time Series Classification. CoRR (2019)
Kathan Kashiparekh, Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff
ConvTimeNet: A Pre-trained Deep Convolutional Neural Network for Time Series Classification. IJCNN (2019)