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Samy Bengio — most-cited papers & profile · Generative Models
← authors
·
overview
Samy Bengio
8
papers ·
794
citations ·
84
h-index
Apple (Israel)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reasoning's Razor: Reasoning Improves Accuracy but Can Hurt Recall at Critical Operating Points in Safety and Hallucination Detection
2025
RL for Reasoning by Adaptively Revealing Rationales
2025
The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
2025
Unsupervised speech representation learning using WaveNet autoencoders
2019
Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks
2019
When can transformers reason with abstract symbols?
2023
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
2024
Topics
Training Techniques
Evaluation
Model Architecture
Safety & Alignment
Fine-Tuning
Model-Based RL
RLHF & Alignment
Meta-RL
Audio Understanding
Speech Recognition