Bin Yu

University Of California-Berkeley

$16,960,185

Attributed

$74,489,527

Total exposure

Grants

Lead (contact PI)

Attributed= this PI's even-split share of every grant they're on (the fair, additive number). Exposure = full size of all those grants.

Funding over time

peak $49.9M · FY2006–25

$50M$37.5M$25M$12.5M$0

'06

'07

'08

'09

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'11

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'24

'25

Funding mix

By agency

NSF$74,489,527 · 32

By mechanism

—$74,489,527 · 32

Top collaborators

Grant awards (32)

Collaborative Research: Performance Guaranteed Statistical Learning with Multiple Classes of Models (guided by PCS)$140,000

· FY2025 · MPS · contact PI

Theory for the Practice of Deep Learning: Insights into Autoencoder, LLM Fine-Tuning, and Transfer Learning$299,756

· FY2024 · MPS · contact PI

Conference: Inaugural Berkeley-Stanford Workshop on Veridical Data Science$11,000

· FY2024 · MPS · contact PI

Advancing Theory and Methodology for Tree-Based Algorithms in High Dimensions$330,000

· FY2022 · MPS · contact PI

Foundations of Data Science Institute$5,900,308

· FY2020 · MPS

Collaboration on the Theoretical Foundations of Deep Learning$5,000,000

· FY2020 · MPS

Parallel Ensemble Learning and Feature Interaction Discovery: High Volume Dynamic Data$452,016

· FY2020 · MPS · contact PI

Understanding Complexity and the Bias-Variance Tradeoff in High Dimensions: Theory and Data Evidence$300,000

· FY2020 · MPS · contact PI

RTG: Advancing Machine Learning - Causality and Interpretability$1,908,227

· FY2018 · MPS

Understand the functional mechanism of the DSP1 complex in the 3' end maturation of plant small nuclear RNAs$682,608

· FY2018 · BIO · contact PI

TRIPODS: Berkeley Institute on the Foundations of Data Analysis$1,499,999

· FY2017 · CSE

BIGDATA: F: Scalable and Interpretable Machine Learning: Bridging Mechanistic and Data-Driven Modeling in the Biological Sciences$900,000

· FY2017 · CSE · contact PI

Canonical Linear Methods and Hierarchical Non-Linear Methods in High-Dimensional Statistics$600,000

· FY2016 · MPS · contact PI

Smart Nanofabrication via Rational Assembly of Two-Dimensional Heterosystems$300,000

· FY2014 · ENG · contact PI

FRG: Collaborative Research: Unified statistical theory for the analysis and discovery of complex networks$1,199,916

· FY2012 · MPS

Direct Self-Assembly of Large Area, High Crystallinity 2D Graphene on Insulator: An Integratable Carbon Platform$399,999

· FY2012 · ENG · contact PI

Collaborative Research: Leverage Subsampling for Regression and Dimension Reduction$225,000

· FY2012 · MPS · contact PI

Intersection of the Plant Epigenome and Bioenergetics in Phenotypy$599,998

· FY2011 · BIO

Understanding DAWDLE Function in miRNA and siRNA Biogenesis$499,504

· FY2011 · BIO · contact PI

Sparse and structured networks: Statistical theory and algorithms$420,000

· FY2011 · MPS

Emerging Frontiers of Science of Information$48,897,080

· FY2010 · CSE

NanoExcitonics: Implementing Basic Circuit Elements on 2-D Carbon System$360,000

· FY2010 · ENG · contact PI

Ultra-Low-Power Complementary Logic with On-Chip Directly Assembled, Highly Adaptive 2-D Graphitic Platform$359,999

· FY2010 · ENG · contact PI

Collaborative Research: Multi-Level Behavior, Material Scalability and Energy Efficiency of 1-D Phase-Change Nanostructures$289,951

· FY2010 · MPS · contact PI

Inference in high-dimension: statistics, computation and information theory$240,000

· FY2009 · MPS · contact PI

CDI Type II: Collaborative Research: Sparse Inference: New Tools for Structural Knowledge Discovery$1,341,676

· FY2008 · SBE · contact PI

SCREMS: Building a Statistical Computing Environment to Support Scientific Research$94,539

· FY2007 · MPS

High-Dimensional Challenges in Statistical Machine Learning: Theory, Models and Algorithms$450,000

· FY2006 · MPS · contact PI

Neural Coding in Visual and Auditory Systems for Natural Stimuli: Mathematical Modeling based on Data$100,000

· FY2006 · MPS · contact PI

Boosting, Support Vector Machines, and Cloud Detection over Ice and Snow$274,999

· FY2003 · MPS · contact PI

Scientific Computing Research Environments in the Mathematical Sciences (SCREMS)$72,193

· FY2003 · MPS

Compressing and Analyzing Microarray Images for Genetic Information Extraction$340,759

· FY2001 · CSE · contact PI