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145 Results
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Workshop
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Auditing for Human Expertise Rohan Alur · Loren Laine · Darrick Li · Manish Raghavan · Devavrat Shah · Dennis Shung |
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Poster
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Tue 17:00 |
Stabilizing Transformer Training by Preventing Attention Entropy Collapse Shuangfei Zhai · Tatiana Likhomanenko · Etai Littwin · Dan Busbridge · Jason Ramapuram · Yizhe Zhang · Jiatao Gu · Joshua M Susskind |
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Workshop
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Towards Interpretable Classification of Leukocytes based on Deep Learning Stefan Röhrl · Johannes Groll · Manuel Lengl · Simon Schumann · Christian Klenk · Dominik Heim · Martin Knopp · Oliver Hayden · Klaus Diepold |
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Workshop
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Flow Matching for Scalable Simulation-Based Inference Jonas Wildberger · Maximilian Dax · Simon Buchholz · Stephen R. Green · Jakob Macke · Bernhard Schölkopf |
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Workshop
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A First Order Meta Stackelberg Method for Robust Federated Learning Yunian Pan · Tao Li · Henger Li · Tianyi Xu · Quanyan Zhu · Zizhan Zheng |
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Workshop
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Knowledge-Guided Additive Modeling For Supervised Regression Yann Claes · Van Anh Huynh-Thu · Pierre Geurts |
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Workshop
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Consistent Explanations in the Face of Model Indeterminacy Dan Ley · Leonard Tang · Matthew Nazari · Hongjin Lin · Suraj Srinivas · Himabindu Lakkaraju |
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Poster
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Thu 13:30 |
Underspecification Presents Challenges for Credibility in Modern Machine Learning Alexander D'Amour · Katherine Heller · Dan Moldovan · Ben Adlam · Babak Alipanahi · Alex Beutel · Christina Chen · Jonathan Deaton · Jacob Eisenstein · Matthew Hoffman · Farhad Hormozdiari · Neil Houlsby · Shaobo Hou · Ghassen Jerfel · Alan Karthikesalingam · Mario Lucic · Yian Ma · Cory McLean · Diana Mincu · Akinori Mitani · Andrea Montanari · Zachary Nado · Vivek Natarajan · Christopher Nielson · Thomas F. Osborne · Rajiv Raman · Kim Ramasamy · Rory sayres · Jessica Schrouff · Martin Seneviratne · Shannon Sequeira · Harini Suresh · Victor Veitch · Maksym Vladymyrov · Xuezhi Wang · Kellie Webster · Steve Yadlowsky · Taedong Yun · Xiaohua Zhai · D. Sculley |
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Poster
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Tue 14:00 |
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language Philipp Seidl · Andreu Vall · Sepp Hochreiter · Günter Klambauer |
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Workshop
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Adverse event prediction using a task-specific generative model Otto Lönnroth · Siddharth Ramchandran · Pekka Tiikkainen · Mine Öğretir · Jussi Leinonen · Harri Lähdesmäki |
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Workshop
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Sat 12:00 |
DMLR Workshop: Data-centric Machine Learning Research Ce Zhang · Praveen Paritosh · Newsha Ardalani · Nezihe Merve Gürel · William Gaviria Rojas · Yang Liu · Rotem Dror · Manil Maskey · Lilith Bat-Leah · Tzu-Sheng Kuo · Luis Oala · Max Bartolo · Ludwig Schmidt · Alicia Parrish · Daniel Kondermann · Najoung Kim |
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Workshop
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The Matrix Reloaded: A Counterfactual Perspective on Bias in Machine Learning Andre Carreiro · Mariana Pinto · Pedro Madeira · Alberto Lopez · Hugo Gamboa |