Fairness in Multi-Agent Sequential Decision-Making by Zhang, Chongjie, Shah, Julie A

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Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction by Doshi-Valez, Finale, Kim, Been, Shah, Julie A

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Softstar: Heuristic-guided probabilistic inference by Monfort, Mathew, Lake, Brenden M., Ziebart, Brian, Lucey, Patrick, Tenenbaum, Joshua B

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Deep convolutional inverse graphics network by Kohli, Pushmeet, Kulkarni, Tejas Dattatraya, Whitney, William F., Tenenbaum, Joshua B

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From random walks to distances on unweighted graphs by Hashimoto, Tatsunori Benjamin, Jaakkola, Tommi S, Sun, Yi

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Principal differences analysis: Interpretable characterization of differences between distributions by Mueller, Jonas Weylin, Jaakkola, Tommi S

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Learning from neighboring strokes: Combining appearance and context for multi-domain sketch recognition by Ouyang, Tom Yu, Davis, Randall

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When cyclic coordinate descent outperforms randomized coordinate descent by Gurbuzbalaban, Mert, Ozdaglar, Asuman E, Parrilo, Pablo A., Vanli, Nuri Denizcan

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Practical data-dependent metric compression with provable guarantees by Indyk, Piotr, Razenshteyn, Ilya, Wagner, Tal

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Unsupervised learning of spoken language with visual context by Harwath, David, Torralba, Antonio, Glass, James R.

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3D-aware scene manipulation via inverse graphics by Yao, Shunyu, Hsu, Tzu Ming, Zhu, Jun-Yan, Wu, Jiajun, Torralba, Antonio, Freeman, William T., Tenenbaum, Joshua B.

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MarrNet: 3D shape reconstruction via 2.5D sketches by Wu, Jiajun, Wang, Yifan, Xue, Tianfan, Sun, Xingyuan, Freeman, William T., Tenenbaum, Joshua B.

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Invertibility of convolutional generative networks from partial measurements by Ma, Fangchang, Ayaz, Ulas, Karaman, Sertac

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Bayesian inference of temporal task specifications from demonstrations by Shah, Ankit Jayesh, Kamath, Pritish, Li, Shen, Shah, Julie A

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Self-supervised intrinsic image decomposition by Janner, Michael, Wu, Jiajun, Kulkarni, Tejas Dattatraya, Yildirim, Ilker, Tenenbaum, Joshua B

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Synchronization can control regularization in neural systems via correlated noise processes by Bouvrie, Jacob Vincent, Slotine, Jean-Jacques E

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A game theoretic approach to class-wise selective rationalization by Chang, Shiyu, Zhang, Yang, Jaakkola, Tommi S

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Patient risk stratification for hospital-associated C. diff as a time-series classification task by Wiens, Jenna Anne Marleau, Guttag, John V, Horvitz, Eric

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Learning to see physics via visual de-animation by Wu, Jiajun, Lu, Erika, Kohli, Pushmeet, Freeman, William T, Tenenbaum, Joshua B

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Generative models for graph-based protein design by Ingraham, John, Garg, Vikas Kamur, Barzilay, Regina, Jaakkola, Tommi S

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