Rajbir-Singh Nirwan

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Gaussian Process

Texture Image Retrieval

Real Images Are Presented

Top Venues

Publications

Syama Sundar Rangapuram, Shubham Kapoor, Rajbir-Singh Nirwan, Pedro Mercado, Tim Januschowski, Yuyang Wang, Michael Bohlke-Schneider
Coherent Probabilistic Forecasting of Temporal Hierarchies. AISTATS (2023)
Luca Masserano, Syama Sundar Rangapuram, Shubham Kapoor, Rajbir-Singh Nirwan, Youngsuk Park, Michael Bohlke-Schneider
Adaptive Sampling for Probabilistic Forecasting under Distribution Shift. CoRR (2023)
Paul Jeha, Michael Bohlke-Schneider, Pedro Mercado, Shubham Kapoor, Rajbir-Singh Nirwan, Valentin Flunkert, Jan Gasthaus, Tim Januschowski
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series. ICLR (2022)
Paul Jeha, Michael Bohlke-Schneider, Pedro Mercado, Rajbir-Singh Nirwan, Shubham Kapoor, Valentin Flunkert, Jan Gasthaus, Tim Januschowski
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series. CoRR (2021)
Rajbir-Singh Nirwan, Nils Bertschinger
Rotation Invariant Householder Parameterization for Bayesian PCA. ICML (2019)
Rajbir-Singh Nirwan, Nils Bertschinger
Applications of Gaussian Process Latent Variable Models in Finance. IntelliSys (2) (2019)
Rajbir-Singh Nirwan, Nils Bertschinger
Rotation Invariant Householder Parameterization for Bayesian PCA. CoRR (2019)
Rajbir-Singh Nirwan, Nils Bertschinger
Estimation of Covariance Matrices for Portfolio Optimization using Gaussian Processes. CoRR (2018)