A Hidden Markov Model Approach to Identifying Novel Functional Modules. - Kris Sankaran; Siva Sankaran (BICoB, 2011)

A Hidden Markov Model Approach to Identifying Novel Functional Modules in Biological Networks. - Kris Sankaran; Siva Sankaran (Int. J. Comput. Their Appl., 2012)

Multidomain analyses of a longitudinal human microbiome intestinal cleanout perturbation experiment. - Julia Fukuyama; Laurie Rumker; Kris Sankaran; Pratheepa Jeganathan; Les Dethlefsen; David A. Relman; Susan P. Holmes (PLoS Comput. Biol., 2017)

Hierarchical Importance Weighted Autoencoders. - Chin-Wei Huang; Kris Sankaran; Eeshan Dhekane; Alexandre Lacoste; Aaron C. Courville (ICML, 2019)

Interpreting Black-Box Semantic Segmentation Models in Remote Sensing Applications. - Adrianna Janik; Kris Sankaran; Anthony Ortiz (MLVis@EuroVis, 2019)

Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks. - Victor Schmidt; Alexandra Luccioni; S. Karthik Mukkavilli; Narmada Balasooriya; Kris Sankaran; Jennifer T. Chayes; Yoshua Bengio (CoRR, 2019)

Applying Knowledge Transfer for Water Body Segmentation in Peru. - Jessenia Gonzalez; Debjani Bhowmick; Cesar Beltran; Kris Sankaran; Yoshua Bengio (CoRR, 2019)

Nanoscale Microscopy Images Colourisation Using Neural Networks. - Israel Goytom; Qin Wang; Tianxiang Yu; Kris Sankaran; Dongdong Lin (CoRR, 2019)

HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery. - Michel Deudon; Alfredo Kalaitzis; Israel Goytom; Md Rifat Arefin; Zhichao Lin; Kris Sankaran; Vincent Michalski; Samira Ebrahimi Kahou; Julien Cornebise; Yoshua Bengio (CoRR, 2020)

Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya. - Shimaa Baraka; Benjamin Akera; Bibek Aryal; Tenzing Chogyal Sherpa; Finu Shresta; Anthony Ortiz; Kris Sankaran; Juan Lavista Ferres; Mir Matin; Yoshua Bengio (CoRR, 2020)

FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters. - Yuwei Cheng; Jiannan Zhu; Mengxin Jiang; Jie Fu 001; Changsong Pang; Peidong Wang; Kris Sankaran; Olawale Onabola; Yimin Liu; Dianbo Liu; Yoshua Bengio (ICCV, 2021)

Interpretability of a deep learning model in the application of cardiac MRI segmentation with an ACDC challenge dataset. - Adrianna Janik; Jonathan Dodd; Georgiana Ifrim; Kris Sankaran; Kathleen M. Curran (Image Processing, 2021)

Source data selection for out-of-domain generalization. - Xinran Miao; Kris Sankaran (CoRR, 2022)

Discovering Concepts in Learned Representations using Statistical Inference and Interactive Visualization. - Adrianna Janik; Kris Sankaran (CoRR, 2022)

Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data. - Adrianna Janik; Kris Sankaran (CoRR, 2022)

Spatial Transcriptomics Dimensionality Reduction using Wavelet Bases. - Zhuoyan Xu; Kris Sankaran (CoRR, 2022)

Interactive Visualization and Representation Analysis Applied to Glacier Segmentation. - Minxing Zheng; Xinran Miao; Kris Sankaran (ISPRS Int. J. Geo Inf., 2022)

Mapping Glacial Lakes Using Historically Guided Segmentation Models. - Anthony Ortiz; Weiyushi Tian; Tenzing Chogyal Sherpa; Finu Shrestha; Mir Matin; Rahul Dodhia; Juan M. Lavista Ferres; Kris Sankaran (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Artificial intelligence for climate change adaptation. - So-Min Cheong; Kris Sankaran; Hamsa Bastani (WIREs Data Mining Knowl. Discov., 2022)

Tackling Climate Change with Machine Learning. - David Rolnick; Priya L. Donti; Lynn H. Kaack; Kelly Kochanski; Alexandre Lacoste; Kris Sankaran; Andrew Slavin Ross; Nikola Milojevic-Dupont; Natasha Jaques; Anna Waldman-Brown; Alexandra Sasha Luccioni; Tegan Maharaj; et al. (ACM Comput. Surv., 2023)

Bootstrap Confidence Regions for Learned Feature Embeddings. - Kris Sankaran (J. Comput. Graph. Stat., 2023)

Semisynthetic simulation for microbiome data analysis. - Kris Sankaran; Saritha Kodikara; Jingyi Jessica Li; Kim-Anh Lê Cao (Briefings Bioinform., 2024)

Data Science Principles for Interpretable and Explainable AI. - Kris Sankaran (CoRR, 2024)

mbtransfer: Microbiome intervention analysis using transfer functions and mirror statistics. - Kris Sankaran; Pratheepa Jeganathan (PLoS Comput. Biol., 2024)