Uday Singh Saini

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Markov Chain Monte Carlo Methods

Tensor Factorization

Top Venues

Publications

Uday Singh Saini, Zhongfang Zhuang, Chin-Chia Michael Yeh, Wei Zhang, Evangelos E. Papalexakis
Analysis of Causal and Non-Causal Convolution Networks for Time Series Classification. SDM (2024)
Prince Osei Aboagye, Yan Zheng, Junpeng Wang, Uday Singh Saini, Xin Dai, Chin-Chia Michael Yeh, Yujie Fan, Zhongfang Zhuang, Shubham Jain, Liang Wang, Wei Zhang
Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach. CoRR (2024)
Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Uday Singh Saini, Vivian Lai, Prince Osei Aboagye, Junpeng Wang, Huiyuan Chen, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data. KDD (2024)
William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis
CARL-G: Clustering-Accelerated Representation Learning on Graphs. CoRR (2023)
William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis
CARL-G: Clustering-Accelerated Representation Learning on Graphs. KDD (2023)
Ravdeep S. Pasricha, Uday Singh Saini, Nicholas D. Sidiropoulos, Fei Fang, Kevin Chan, Evangelos E. Papalexakis
Harvester: Principled Factorization-based Temporal Tensor Granularity Estimation. SDM (2023)
Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis
TENALIGN: Joint Tensor Alignment and Coupled Factorization. ICDM (2022)
Uday Singh Saini, Evangelos E. Papalexakis
Multi-aspect Matrix Factorization based Visualization of Convolutional Neural Networks. DSAA (2022)
Uday Singh Saini, Pravallika Devineni, Evangelos E. Papalexakis
Subspace Clustering Based Analysis of Neural Networks. ECML/PKDD (3) (2021)
Uday Singh Saini, Pravallika Devineni, Evangelos E. Papalexakis
Subspace Clustering Based Analysis of Neural Networks. CoRR (2021)
Uday Singh Saini, Evangelos E. Papalexakis
Analyzing Representations inside Convolutional Neural Networks. CoRR (2020)
Uday Singh Saini, Evangelos E. Papalexakis
A Peek Into the Hidden Layers of a Convolutional Neural Network Through a Factorization Lens. CoRR (2018)
Madhav Nimishakavi, Uday Singh Saini, Partha P. Talukdar
Relation Schema Induction using Tensor Factorization with Side Information. CoRR (2016)
Madhav Nimishakavi, Uday Singh Saini, Partha P. Talukdar
Relation Schema Induction using Tensor Factorization with Side Information. EMNLP (2016)