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Kris Sankaran

Department of Statistics, University of Wisconsin - Madison

Spatial Transcriptomics Dimensionality Reduction using Wavelet Bases

May 19, 2022
Zhuoyan Xu, Kris Sankaran

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Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data

Feb 09, 2022
Adrianna Janik, Kris Sankaran

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Discovering Concepts in Learned Representations using Statistical Inference and Interactive Visualization

Feb 09, 2022
Adrianna Janik, Kris Sankaran

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* KDD'19, Workshop Explainable AI/ML (XAI) for Accountability, Fairness, and Transparency, August 04-08, 2019, Anchorage, AK, USA

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Source data selection for out-of-domain generalization

Feb 04, 2022
Xinran Miao, Kris Sankaran

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* 18 pages, 16 figures

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Interactive Visualization and Representation Analysis Applied to Glacier Segmentation

Dec 11, 2021
Minxing Zheng, Xinran Miao, Kris Sankaran

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* 14 pages, 10 figures

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Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya

Dec 09, 2020
Shimaa Baraka, Benjamin Akera, Bibek Aryal, Tenzing Sherpa, Finu Shresta, Anthony Ortiz, Kris Sankaran, Juan Lavista Ferres, Mir Matin, Yoshua Bengio

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* Accepted for a spotlight talk and a poster at the Tackling Climate Change with Machine Learning workshop at NeurIPS 2020

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Nanoscale Microscopy Images Colourisation Using Neural Networks

Dec 17, 2019
Israel Goytom, Qin Wang, Tianxiang Yu, Kris Sankaran, Dongdong Lin

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* 27 pages, 6 figures

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Applying Knowledge Transfer for Water Body Segmentation in Peru

Dec 02, 2019
Jessenia Gonzalez, Debjani Bhowmick, Cesar Beltran, Kris Sankaran, Yoshua Bengio

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* 5 pages, 3 figures, 1 table, NeurIPS 2019 Workshop on Machine Learning for the Developing World

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