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Risi Kondor

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On the Super-exponential Quantum Speedup of Equivariant Quantum Machine Learning Algorithms with SU($d$) Symmetry

Jul 15, 2022
Han Zheng, Zimu Li, Junyu Liu, Sergii Strelchuk, Risi Kondor

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Temporal Multiresolution Graph Neural Networks For Epidemic Prediction

Jun 01, 2022
Truong Son Hy, Viet Bach Nguyen, Long Tran-Thanh, Risi Kondor

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Symmetry Group Equivariant Architectures for Physics

Mar 11, 2022
Alexander Bogatskiy, Sanmay Ganguly, Thomas Kipf, Risi Kondor, David W. Miller, Daniel Murnane, Jan T. Offermann, Mariel Pettee, Phiala Shanahan, Chase Shimmin, Savannah Thais

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Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ans{ä}tze

Dec 14, 2021
Han Zheng, Zimu Li, Junyu Liu, Sergii Strelchuk, Risi Kondor

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Learning Multiresolution Matrix Factorization and its Wavelet Networks on Graphs

Nov 02, 2021
Truong Son Hy, Risi Kondor

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Multiresolution Graph Variational Autoencoder

Jun 02, 2021
Truong Son Hy, Risi Kondor

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Autobahn: Automorphism-based Graph Neural Nets

Mar 02, 2021
Erik Henning Thiede, Wenda Zhou, Risi Kondor

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ATOM3D: Tasks On Molecules in Three Dimensions

Dec 07, 2020
Raphael J. L. Townshend, Martin Vögele, Patricia Suriana, Alexander Derry, Alexander Powers, Yianni Laloudakis, Sidhika Balachandar, Brandon Anderson, Stephan Eismann, Risi Kondor, Russ B. Altman, Ron O. Dror

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A community-powered search of machine learning strategy space to find NMR property prediction models

Aug 13, 2020
Lars A. Bratholm, Will Gerrard, Brandon Anderson, Shaojie Bai, Sunghwan Choi, Lam Dang, Pavel Hanchar, Addison Howard, Guillaume Huard, Sanghoon Kim, Zico Kolter, Risi Kondor, Mordechai Kornbluth, Youhan Lee, Youngsoo Lee, Jonathan P. Mailoa, Thanh Tu Nguyen, Milos Popovic, Goran Rakocevic, Walter Reade, Wonho Song, Luka Stojanovic, Erik H. Thiede, Nebojsa Tijanic, Andres Torrubia, Devin Willmott, Craig P. Butts, David R. Glowacki, Kaggle participants

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Lorentz Group Equivariant Neural Network for Particle Physics

Jun 08, 2020
Alexander Bogatskiy, Brandon Anderson, Jan T. Offermann, Marwah Roussi, David W. Miller, Risi Kondor

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