Singh, Ritambhara

9 publications

ICLRW 2025 scContrast: A Contrastive Learning Based Approach for Encoding Single-Cell Gene Expression Data Winston Yuxiang Li, Ghulam Murtaza, Ritambhara Singh

AISTATS 2024 Breaking Isometric Ties and Introducing Priors in Gromov-Wasserstein Distances Pinar Demetci, Quang Huy Tran, Ievgen Redko, Ritambhara Singh

ICMLW 2024 One-Versus-Others Attention: Scalable Multimodal Integration for Biomedical Data Michal Golovanevsky, Eva Schiller, Akira A Nair, Ritambhara Singh, Carsten Eickhoff

AAAI 2023 Unbalanced CO-Optimal Transport Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, Pinar Demetci, Ritambhara Singh

NeurIPSW 2022 Simultaneous Alignment of Cells and Features of Unpaired Single-Cell Multi-Omics Datasets with Co-Optimal Transport Pinar Demetci, Quang Huy Tran, Ievgen Redko, Ritambhara Singh

MLJ 2017 A Constrained $\ell $ ℓ 1 Minimization Approach for Estimating Multiple Sparse Gaussian or Nonparanormal Graphical Models Beilun Wang, Ritambhara Singh, Yanjun Qi

NeurIPS 2017 Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin Ritambhara Singh, Jack Lanchantin, Arshdeep Sekhon, Yanjun Qi

ECML-PKDD 2017 GaKCo: A Fast Gapped K-Mer String Kernel Using Counting Ritambhara Singh, Arshdeep Sekhon, Kamran Kowsari, Jack Lanchantin, Beilun Wang, Yanjun Qi

ICLR 2017 Memory Matching Networks for Genomic Sequence Classification Jack Lanchantin, Ritambhara Singh, Yanjun Qi