Scholar

Surya Ganguli

Google Scholar ID: rF2VvOgAAAAJ

Associate Professor, Stanford University

NeurosciencePhysicsMachine Learning

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

36,679

H-index

67

i10-index

124

Publications

20

Co-authors

59

list available

Contact

No contact links provided.

Publications

11 items

An exact information theory of generalization phase transitions in Bayesian diffusion models

2026

Cited

0

Causal Interpretation of Neural Network Computations with Contribution Decomposition

2026

Cited

0

Solving adversarial examples requires solving exponential misalignment

2026

Cited

0

Deriving Neural Scaling Laws from the statistics of natural language

2026

Cited

1

From Kepler to Newton: Inductive Biases Guide Learned World Models in Transformers

2026

Cited

1

Contrastive Concept-Tree Search for LLM-Assisted Algorithm Discovery

2026

Cited

0

CMT-Benchmark: A Benchmark for Condensed Matter Theory Built by Expert Researchers

2025

Cited

0

Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks

2025

Cited

0

Resume (English only)

Co-authors

59 total

Jascha Sohl-Dickstein

Research Scientist at Google DeepMind

Associate Professor of Computer Science and of Psychology, Stanford University

Assistant Professor of Machine Learning, Carnegie Mellon University (CMU)

Professor, Gatsby Unit & Sainsbury Wellcome Centre, UCL

Miller Postdoctoral Fellow, UC Berkeley