Six Papers Accepted at NeurIPS 2024
Researchers from the Algorithms, Data Structures and Foundations of Machine Learning, Computational Complexity and Game Theory and Data-Intensive Systems groups have six papers accepted at NeurIPS (Conference on Neural Information Processing Systems) – a premier conference for machine learning research. Notably, one of these papers was selected for an oral presentation, a rare distinction granted to just 0.5% of the submitted papers.
NeurIPS 2024 will take place at the Vancouver Convention Center from December 10-15, bringing together the world’s leading experts in artificial intelligence and machine learning.
Accepted Papers Overview:
Optimal Parallelization of Boosting*
Arthur da Cunha, Mikael Møller Høgsgaard, Kasper Green Larsen
Link: https://arxiv.org/abs/2408.16653
Derandomizing Multi-Distribution Learning
Kasper Green Larsen, Omar Montasser, Nikita Zhivotovskiy
Link: https://arxiv.org/abs/2409.17567
The Many Faces of Optimal Weak-to-Strong Learning
Mikael Møller Høgsgaard, Kasper Green Larsen, Markus Engelund Mathiasen
Link: https://arxiv.org/abs/2408.17148
LoQT: Low Rank Adapters for Quantized Training
Sebastian Loeschcke, Mads Toftrup, Michael J. Kastoryano, Serge Belongie, Vésteinn Snæbjarnarson
Link: https://arxiv.org/abs/2405.16528
FUGAL: Feature-fortified Unrestricted Graph Alignment
Aditya Bommakanti, Harshith Reddy Vonteri, Konstantinos Skitsas, Sayan Ranu, Davide Mottin, Panagiotis Karras
Link: TBA
Proportional Fairness in Non-Centroid Clustering
Ioannis Caragiannis, Evi Micha and Nisarg Shah
Link: https://www.cs.toronto.edu/~emicha/papers/fair-noncentroid-clustering.pdf
*Selected for oral presentation at NeurIPS 2024
About NeurIPS
Founded in 1987, NeurIPS is a leading interdisciplinary conference focused on machine learning and artificial intelligence. The annual event features invited talks, refereed papers, workshops, and tutorials, fostering a space for the exchange of cutting-edge research ideas. For more information, visit the official NeurIPS website (https://neurips.cc/).