maithraraghu.com

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• about
• blog
• publications
• Resume/CV
• my blog
• Video
• Insights on Deep Representations for Machine Learning Systems and Human Collaborations
• http://maithraraghu.com/mailto:%6D%61%69%74%68%72%61%72@%67%6D%61%69%6C.%63%6F%6D
• Poster
• Slides
• Blogpost

• Samaya AI
• Cornell University
• https://samaya.ai/
• https://research.google.com/teams/brain/
• Jon Kleinberg
• UK team
• Samy Bengio
• Quoc Le
• Geoff Hinton
• Oriol Vinyals
• Twitter
• STAT’s 2020 Wunderkinds
• article
• Forbes 30 Under 30
• MIT Rising Stars in EECS
• Weights & Biases
• RAAIS
• Yale
• NVIDIA GTC 2020
• oral presentation
• O’Reilly’s AI Conference
• Simons Institute Frontiers of Deep Learning
• Stanford’s HealthAI Hackathon
• WiML
• A Survey of Deep Learning for Scientific Discovery
• https://scholar.google.com/citations?user=xdwK2NsAAAAJ
• https://github.com/rubai5
• https://www.linkedin.com/in/maithra-raghu-35967aa1
• https://twitter.com/maithra_raghu
• On the Origins of the Block Structure Phenomenon in Neural Networks
• Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization
• Do Vision Transformers See Like Convolutional Neural Networks?
• Teaching with Commentaries
• Do Wide and Deep Neural Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth
• Talk
• Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics
• Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML
• Transfusion: Understanding Transfer Learning with Applications to Medical Imaging
• Blogpost
• The Algorithmic Automation Problem: Prediction, Triage and Human Effort
• Direct Uncertainty Prediction for Medical Second Opinions
• Insights on Representational Similarity in Neural Networks with Canonical Correlation
• Code
• Blogpost
• Adversarial Spheres
• Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?
• Code
• SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability
• Blogpost
• Explaining the Learning Dynamics of Direct Feedback Alignment
• On the Expressive Power of Deep Neural Networks
• Video
• Linear Additive Markov Processes
• Exponential expressivity in deep neural networks through transient chaos
• Team Performance with Test Scores
• Jekyll
• al-folio
• Unsplash

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