Xavier Dupré

Pense-bête

Readings

• Retentive Network: A Successor to Transformer for Large Language Models
• Training language models to follow instructions with human feedback
• Weighted asymmetric least squares regression with fixed-effects
• SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
• Quantized Training of Gradient Boosting Decision Trees
• Llama 2: Open Foundation and Fine-Tuned Chat Models
• Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving
• Optimal Transport for Counterfactual Estimation: A Method for Causal Inference
• Exercises in Machine Learning
• A PROPOS D’INFORMATIQUE QUANTIQUE
• A quantum-inspired classical algorithm for recommendation systems
• Shift-Curvature, SGD, and Generalization
• papers with code
• MLGO: a Machine Learning Guided Compiler Optimizations Framework
• Language Modelling with Pixels
• The Forward-Forward Algorithm: Some Preliminary Investigations
• Attention Is All You Need
• Training language models to follow instructions with human feedback
• A Comparison of Decision Forest Inference Platforms from A Database Perspective