Slow Convergence of Interacting Kalman Filters in Word-of-Mouth Social Learningby Vikram Krishnamurthy, Cristian RojasFirst submitted…
AdvDiffuser: Generating Adversarial Safety-Critical Driving Scenarios via Guided Diffusionby Yuting Xie, Xianda Guo, Cong Wang,…
Finite Sample and Large Deviations Analysis of Stochastic Gradient Algorithm with Correlated Noiseby George Yin,…
Generalization from Starvation: Hints of Universality in LLM Knowledge Graph Learningby David D. Baek, Yuxiao…
Towards Foundation Models for Mixed Integer Linear Programmingby Sirui Li, Janardhan Kulkarni, Ishai Menache, Cathy…
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?by Khashayar Gatmiry, Nikunj…
Impact of Missing Values in Machine Learning: A Comprehensive Analysisby Abu Fuad Ahmad, Md Shohel…
Privately Learning from Graphs with Applications in Fine-tuning Large Language Modelsby Haoteng Yin, Rongzhe Wei,…
A Framework to Enable Algorithmic Design Choice Exploration in DNNsby Timothy L. Cronin IV, Sanmukh…
Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformersby Alberto Alfarano, François…