Concepedia

Lisa Dunlap

LD

9

Publications

259

Citations

9

H-Index

2018

Active since

Affiliations

University of California, Berkeley(Current)

Berkeley College

Georgia Institute of Technology

Lisa Dunlap is an author at University of California, Berkeley specializing in machine learning, data science, and engineering.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningComputer ScienceArtificial IntelligenceMachine VisionComputer VisionKnowledge DiscoveryPredictive Analytics

Publications per year

2018–2023

9

Publications

9

NBDT: Neural-Backed Decision Trees

Alvin Wan, Lisa Dunlap, Daniel E. Ho et al. · arXiv (Cornell University) · 2020 · 65 citations · Full text

Artificial Intelligence, Surrogate Loss, Engineering +21

Richard Liaw, Romil Bhardwaj, Lisa Dunlap et al. · 2019 · 42 citations · Full text

Artificial Intelligence, Best-performing Hyperparameter Configuration, Job Scheduler +13

Deep Mixture of Experts via Shallow Embedding

Xin Wang, Fisher Yu, Lisa Dunlap et al. · Uncertainty in Artificial Intelligence · 2020 · 33 citations

Artificial Intelligence, Shallow Embedding, Engineering +14

Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence

Grace Luo, Lisa Dunlap, Dong Huk Park et al. · arXiv (Cornell University) · 2023 · 33 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +29

Deep Mixture of Experts via Shallow Embedding

Xin Wang, Fisher Yu, Lisa Dunlap et al. · arXiv (Cornell University) · 2018 · 27 citations · Full text

Artificial Intelligence, Shallow Embedding, Engineering +14

Rows per page

1–5 of 9