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8915 Publications
2022 | Published | Journal Article | IST-REx-ID: 12538 | 
Amani, Mohammad Hossein, Simone Bombari, Marco Mondelli, Rattana Pukdee, and Stefano Rini. “Sharp Asymptotics on the Compression of Two-Layer Neural Networks.” IEEE Information Theory Workshop. IEEE, 2022. https://doi.org/10.1109/ITW54588.2022.9965870.
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2022 | Published | Conference Paper | IST-REx-ID: 12540 |
Venkataramanan, Ramji, Kevin Kögler, and Marco Mondelli. “Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing.” In Proceedings of the 39th International Conference on Machine Learning, Vol. 162. ML Research Press, 2022.
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2022 | Published | Conference Paper | IST-REx-ID: 12568 |
Meggendorfer, Tobias. “Risk-Aware Stochastic Shortest Path.” In Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, 36:9858–67. Association for the Advancement of Artificial Intelligence, 2022. https://doi.org/10.1609/aaai.v36i9.21222.
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2022 | Published | Journal Article | IST-REx-ID: 12573 |
McCarthy, Michael, Evan Miles, Marin Kneib, Pascal Buri, Stefan Fugger, and Francesca Pellicciotti. “Supraglacial Debris Thickness and Supply Rate in High-Mountain Asia.” Communications Earth & Environment. Springer Nature, 2022. https://doi.org/10.1038/s43247-022-00588-2.
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2022 | Published | Journal Article | IST-REx-ID: 12574 |
Kneib, Marin, Evan S. Miles, Pascal Buri, Stefan Fugger, Michael McCarthy, Thomas E. Shaw, Zhao Chuanxi, et al. “Sub-Seasonal Variability of Supraglacial Ice Cliff Melt Rates and Associated Processes from Time-Lapse Photogrammetry.” The Cryosphere. Copernicus Publications, 2022. https://doi.org/10.5194/tc-16-4701-2022.
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2022 | Published | Journal Article | IST-REx-ID: 12575 |
McCarthy, Michael, Fabienne Meier, Simone Fatichi, Benjamin D. Stocker, Thomas E. Shaw, Evan Miles, Inés Dussaillant, and Francesca Pellicciotti. “Glacier Contributions to River Discharge during the Current Chilean Megadrought.” Earth’s Future. American Geophysical Union, 2022. https://doi.org/10.1029/2022ef002852.
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2022 | Published | Journal Article | IST-REx-ID: 12576 |
Shaw, T E, E S Miles, D Chen, A Jouberton, M Kneib, S Fugger, T Ou, et al. “Multi-Decadal Monsoon Characteristics and Glacier Response in High Mountain Asia.” Environmental Research Letters. IOP Publishing, 2022. https://doi.org/10.1088/1748-9326/ac9008.
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2022 | Published | Journal Article | IST-REx-ID: 12577
Jouberton, Achille, Thomas E. Shaw, Evan Miles, Michael McCarthy, Stefan Fugger, Shaoting Ren, Amaury Dehecq, Wei Yang, and Francesca Pellicciotti. “Warming-Induced Monsoon Precipitation Phase Change Intensifies Glacier Mass Loss in the Southeastern Tibetan Plateau.” PNAS. Proceedings of the National Academy of Sciences, 2022. https://doi.org/10.1073/pnas.2109796119.
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2022 | Published | Journal Article | IST-REx-ID: 12578 |
Compagno, Loris, Matthias Huss, Evan Stewart Miles, Michael James McCarthy, Harry Zekollari, Amaury Dehecq, Francesca Pellicciotti, and Daniel Farinotti. “Modelling Supraglacial Debris-Cover Evolution from the Single-Glacier to the Regional Scale: An Application to High Mountain Asia.” The Cryosphere. Copernicus Publications, 2022. https://doi.org/10.5194/tc-16-1697-2022.
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2022 | Published | Journal Article | IST-REx-ID: 12579 |
Fugger, Stefan, Catriona L. Fyffe, Simone Fatichi, Evan Miles, Michael McCarthy, Thomas E. Shaw, Baohong Ding, et al. “Understanding Monsoon Controls on the Energy and Mass Balance of Glaciers in the Central and Eastern Himalaya.” The Cryosphere. Copernicus Publications, 2022. https://doi.org/10.5194/tc-16-1631-2022.
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2022 | Published | Journal Article | IST-REx-ID: 12580 |
Orr A, Ahmad B, Alam U, Appadurai A, Bharucha ZP, Biemans H, Bolch T, Chaulagain NP, Dhaubanjar S, Dimri AP, Dixon H, Fowler HJ, Gioli G, Halvorson SJ, Hussain A, Jeelani G, Kamal S, Khalid IS, Liu S, Lutz A, Mehra MK, Miles E, Momblanch A, Muccione V, Mukherji A, Mustafa D, Najmuddin O, Nasimi MN, Nüsser M, Pandey VP, Parveen S, Pellicciotti F, Pollino C, Potter E, Qazizada MR, Ray S, Romshoo S, Sarkar SK, Sawas A, Sen S, Shah A, Shah MAA, Shea JM, Sheikh AT, Shrestha AB, Tayal S, Tigala S, Virk ZT, Wester P, Wescoat JL. 2022. Knowledge priorities on climate change and water in the Upper Indus Basin: A horizon scanning exercise to identify the Top 100 research questions in social and natural sciences. Earth’s Future. 10(4), e2021EF002619.
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2022 | Published | Journal Article | IST-REx-ID: 12581 |
Zhong, Yan, Qiao Liu, Matthew Westoby, Yong Nie, Francesca Pellicciotti, Bo Zhang, Jialun Cai, Guoxiang Liu, Haijun Liao, and Xuyang Lu. “Intensified Paraglacial Slope Failures Due to Accelerating Downwasting of a Temperate Glacier in Mt. Gongga, Southeastern Tibetan Plateau.” Earth Surface Dynamics. Copernicus Publications, 2022. https://doi.org/10.5194/esurf-10-23-2022.
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2022 | Published | Journal Article | IST-REx-ID: 12582 |
Miles, E S, J F Steiner, P Buri, W W Immerzeel, and Francesca Pellicciotti. “Controls on the Relative Melt Rates of Debris-Covered Glacier Surfaces.” Environmental Research Letters. IOP Publishing, 2022. https://doi.org/10.1088/1748-9326/ac6966.
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2022 | Submitted | Preprint | IST-REx-ID: 12660 |
Scott, Jonathan A, Michelle X Yeo, and Christoph Lampert. “Cross-Client Label Propagation for Transductive Federated Learning.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2210.06434.
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2022 | Submitted | Preprint | IST-REx-ID: 12662 |
Súkeník, Peter, and Christoph Lampert. “Generalization in Multi-Objective Machine Learning.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2208.13499.
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2022 | Published | Conference Paper | IST-REx-ID: 12664 |
Súkeník, Peter, Aleksei Kuvshinov, and Stephan Günnemann. “Intriguing Properties of Input-Dependent Randomized Smoothing.” In Proceedings of the 39th International Conference on Machine Learning, 162:20697–743. ML Research Press, 2022.
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2022 | Published | Journal Article | IST-REx-ID: 12670 |
He, Shengbo, and Xiaoqi Feng. “DNA Methylation Dynamics during Germline Development.” Journal of Integrative Plant Biology. Wiley, 2022. https://doi.org/10.1111/jipb.13422.
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| PubMed | Europe PMC
2022 | Published | Journal Article | IST-REx-ID: 12671 |
Buttress, Toby, Shengbo He, Liang Wang, Shaoli Zhou, Gerhard Saalbach, Martin Vickers, Guohong Li, Pilong Li, and Xiaoqi Feng. “Histone H2B.8 Compacts Flowering Plant Sperm through Chromatin Phase Separation.” Nature. Springer Nature, 2022. https://doi.org/10.1038/s41586-022-05386-6.
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2022 | Published | Journal Article | IST-REx-ID: 12684 |
Horesh, Tal, and Frédéric Paulin. “Effective Equidistribution of Lattice Points in Positive Characteristic.” Journal de Theorie Des Nombres de Bordeaux. Centre Mersenne, 2022. https://doi.org/10.5802/JTNB.1222.
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2022 | Submitted | Preprint | IST-REx-ID: 12750 |
Brighi, Pietro, Marko Ljubotina, and Maksym Serbyn. “Hilbert Space Fragmentation and Slow Dynamics in Particle-Conserving Quantum East Models.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2210.15607.
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