Edgar Dobriban

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icon company The Wharton School, University of Pennsylvania icon location Philadelphia, PA icon location Associate Professor of Statistics & Computer and Information Science. Interested in stats and ML. Course notes, software, and code to reproduce papers.

Results 5 repositories owned by Edgar Dobriban

Topics-In-Modern-Statistical-Learning

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Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, calibration, etc

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Topics-in-deep-learning

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Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)

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spatial-data-with-r

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Materials for my lecture on Spatial Data Analysis with R

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stat-ml-edu

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Resources for education in statistics and machine learning: from advanced undergraduate to research level

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Principles-of-AI-LLMs

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Materials for the course Principles of AI: LLMs at UPenn (Stat 9911, Spring 2025). LLM architectures, training paradigms (pre- and post-training, alignment), test-time computation, reasoning, safety a...

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