Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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Decoding Looped Transformers Better for (Almost) Free
by Weihao Liu, Huangjie Zheng, Tianrong Chen, Rohit Dilip, Richard He Bai, Yizhu Jiao, Yuyang Wang, Ruixiang Zhang
SoftServe: A Scalable Quasi-Newton Method for Deep Learning
by Joohwan Ko, Tetiana Parshakova, Diana Cai, Robert M. Gower
From Gradients to Capabilities: Understanding Multi-Teacher On-Policy Distillation
by Siqi Zhu, Suozhi Huang, Kaixuan Zhang, Yuheng Yang, Zhanyang Jin, Yihang Sun, Jiaxuan You
Effective Resistance and Graph Neural Network Reliability in Tissue-Specific Interactomes
by Jianru Shen
Every Ablation Is a Dose: Counterweights and the Semblance of Self-Repair
by Areeb Ahmad, Pratinav Seth, Vinay Kumar Sankarapu
When Do Intrinsic Rewards Lead to Exploration?
by Scott W. Viteri (Stanford University), Laura Gomezjurado Gonzalez (Stanford University), Clark Barrett (Stanford University)
Muon meets Tamed Langevin: Momentum Preconditioning beyond Convex and gradient-Lipschitz Potentials
by Nikolaos Makras, Sotirios Sabanis
Faynt: Scaling and Optimizing Policies for Competitive Melee
by Ali Janati, Nikita Kuzmin, Rohit Swamy, Charles Niu
MIRTO: a registration-gated, multiverse-tested evaluation protocol for unsupervised anomaly segmentation in brain MRI
by Negin Kafee Hernashki, Soumick Chatterjee
Local Support Learning
by Assaf Ben-Kish, Akarsh Kumar, James Glass, Raja Giryes