Publications

Eric W. Bridgeford, Michael Powell, Gregory Kiar, Stephanie Noble, Jaewon Chung, Sambit Panda, Ross Lawrence, Ting Xu, Michael Milham, Brian Caffo, Joshua T. Vogelstein (2022). Batch Effects Are Causal Effects: Applications in Human Connectomics.

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Haoyin Xu, Jayanta Dey, Sambit Panda, Joshua T. Vogelstein (2022). Simplest Streaming Trees.

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Cencheng Shen, Sambit Panda, Joshua T. Vogelstein (2022). The Chi-Square Test of Distance Correlation. Journal of Computational and Graphical Statistics.

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Haoyin Xu, Kaleab A. Kinfu, Will LeVine, Sambit Panda, Jayanta Dey, Michael Ainsworth, Yu-Chung Peng, Madi Kusmanov, Florian Engert, Christopher M. White, Joshua T. Vogelstein, Carey E. Priebe (2021). When Are Deep Networks Really Better than Decision Forests at Small Sample Sizes, and How?.

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Sambit Panda, Cencheng Shen, Ronan Perry, Jelle Zorn, Antoine Lutz, Carey E. Priebe, Joshua T. Vogelstein (2021). Nonpar MANOVA via Independence Testing.

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Sambit Panda, Satish Palaniappan, Junhao Xiong, Eric W. Bridgeford, Ronak Mehta, Cencheng Shen, Joshua T. Vogelstein (2021). hyppo: A Multivariate Hypothesis Testing Python Package.

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Cencheng Shen, Sambit Panda, Joshua T. Vogelstein (2020). Learning Interpretable Characteristic Kernels via Decision Forests.

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Sambit Panda (2020). Multivariate Independence and K-Sample Testing.

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Leslie R. Wilson, Sambit Panda, Andreas C. Schmidt, Leslie A. Sombers (2018). Selective and Mechanically Robust Sensors for Electrochemical Measurements of Real-Time Hydrogen Peroxide Dynamics in Vivo. Analytical Chemistry.

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