Can you recommend some research papers on machine learning?

Can you recommend some research papers on machine learning?

Sure! Here are a few influential papers in machine learning: 1. "Attention is All You Need" by Vaswani et al. 2. "Deep Residual Learning for Image Recognition" by He et al. 3. "Playing Atari with Deep Reinforcement Learning" by Mnih et al.

What are the key contributions of the Attention paper?

The "Attention is All You Need" paper introduced the Transformer model, which relies entirely on self-attention mechanisms, improving parallelization and performance in NLP tasks.

Can you suggest papers on reinforcement learning?

Absolutely! Here are some key papers: 1. "Human-level control through deep reinforcement learning" by Mnih et al. 2. "Proximal Policy Optimization Algorithms" by Schulman et al. 3. "Continuous control with deep reinforcement learning" by Lillicrap et al.

What are some recent advancements in deep learning?

Recent advancements include self-supervised learning, advancements in generative models like GANs, and improvements in model efficiency with techniques like pruning and quantization.