MRC Club

Must-Read-Classics (MRC) for Machine Learning Researchers

Subscribe to the mailling list (Open to public)

Location: G36 Kilburn Building

Time: 4pm to 6pm, Every Friday

Papers

• [28 Feb 2025] Adam: A Method for Stochastic Optimization
• [7 Mar 2025] Attention Is All You Need
• [14 Mar 2025] Proximal Policy Optimization Algorithms
• [21 Mar 2025] Mastering the game of Go with deep neural networks and tree search
• [28 Mar 2025]Denoising Diffusion Probabilistic Models
• Human-level control through deep reinforcement learning
• Mastering Atari, Go, chess and shogi by planning with a learned model
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• Highly accurate protein structure prediction with AlphaFold
• Score-Based Generative Modeling through Stochastic Differential Equations
• Elucidating the Design Space of Diffusion-Based Generative Models

Books

• [4 Apr 2025: Chapter 13]Reinforcement Learning: An Introduction
• Numerical Optimization
• Machine Learning – A Probabilistic Perspective
• Deep Learning