Ocello, Antonio

1. Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance
   2025/01/04 by Gentiloni-Silveri, Marta, Ocello, Antonio · 7 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. An analysis of the noise schedule for score-based generative models
   2024/02/07 by Stanislas Strasman, Strasman, Stanislas, Antonio Ocello +7 · 5 citations
   Computer Science · Neuroscience · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Statistics Theory (math.ST)
3. Relaxed formulation for Controlled Branching Diffusions, Existence of an Optimal Control and HJB Equation
   2023/04/14 by Ocello, Antonio · 1 citation
   #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR)
4. Bit-Level Discrete Diffusion with Markov Probabilistic Models: An Improved Framework with Sharp Convergence Bounds under Minimal Assumptions
   2025/02/11 by Pham, Le-Tuyet-Nhi, Shariatian, Dario, Ocello, Antonio +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)