AI, ML and Natural Language Processing
Research in AI is concerned with producing machines to automate tasks requiring intelligent behavior. Examples include computer vision, bioinformatics, constraint-based problem solving, text understanding, data mining and smart sensor networks.
Faculty
Pierre Baldi
Distinguished Professor and Director of UCI's Institute for Genomics and Bioinformatics
Computer Science
DBH 4038
Alex Berg
Hengrui Cai
Rina Dechter
Distinguished Professor and Associate Dean for Research
Computer Science
Dean's Office
DBH 4232
Charless Fowlkes
Roy Fox
Ian Harris
Alexander Ihler
Dennis Kibler
Marco Levorato
Stephan Mandt
Eric Mjolsness
Bin Nan
Ioannis Panageas
Annie Qu
Weining Shen
Sameer Singh
Padhraic Smyth
Distinguished Professor and Director of UCI's Data Science Initiative
Computer Science and Statistics
DBH 4216
Hal Stern
Provost and Executive Vice Chancellor and Chancellor's Professor
Statistics
DBH 2216
Erik Sudderth
Xiaohui Xie
Thomas Yeh
Recent News about AI, ML and Natural Language Processing
View Hope & Skepticism: Using Generative AI for Scholarly Work
Hope & Skepticism: Using Generative AI for Scholarly Work
View In the News: How much energy does AI use compared to humans? (Venture Beat)
In the News: How much energy does AI use compared to humans? (Venture Beat)
View Mohsen Imani Receives DARPA Young Faculty Award
Mohsen Imani Receives DARPA Young Faculty Award
View UC National Center for Free Speech and Civic Engagement: “Ask the Experts: Artificial Intelligence and Education”
UC National Center for Free Speech and Civic Engagement: “Ask the Experts: Artificial Intelligence and Education”
View NPR: “Armed with traffic cones, protesters are immobilizing driverless cars”
NPR: “Armed with traffic cones, protesters are immobilizing driverless cars”
View UCI News: “Bringing emotional intelligence to artificial intelligence”
UCI News: “Bringing emotional intelligence to artificial intelligence”
View Popular Science: “What happens if AI grows smarter than humans? The answer worries scientists.”
Popular Science: “What happens if AI grows smarter than humans? The answer worries scientists.”
View AIStory: Leveraging Generative AI for Culturally Responsive Learning
AIStory: Leveraging Generative AI for Culturally Responsive Learning
View CMU News: “CMU Researcher Uses ChatGPT To Execute Computer Tasks”
CMU News: “CMU Researcher Uses ChatGPT To Execute Computer Tasks”
View Identifying the Building Blocks of Attention in Deep Learning
Identifying the Building Blocks of Attention in Deep Learning
View Engadget: “How AI will change the way we search, for better or worse”
Engadget: “How AI will change the way we search, for better or worse”
View Singh Gives the Lowdown on ChatGPT in Popular Mechanics Article
Singh Gives the Lowdown on ChatGPT in Popular Mechanics Article
View Singh Talks ChatGPT and More on Popular Machine Learning Podcast
Singh Talks ChatGPT and More on Popular Machine Learning Podcast
View Informatics Ph.D. Student Yawen Guo Wins 2nd Place at AMIA Student Paper Competition
Informatics Ph.D. Student Yawen Guo Wins 2nd Place at AMIA Student Paper Competition
View Grand Opening of the HPI Research Center at UCI
Grand Opening of the HPI Research Center at UCI
View Graduate Student Spotlight: Markelle Kelly Highlights the Human Side of Computer Science
Graduate Student Spotlight: Markelle Kelly Highlights the Human Side of Computer Science
View Recrafting Computer Science: $1.5M NSF Grant Leads to New Course Offering
Recrafting Computer Science: $1.5M NSF Grant Leads to New Course Offering
View Register Today for the Southern California AI & Biomedicine Symposium
Register Today for the Southern California AI & Biomedicine Symposium
View UCLA and UCI Research Team Receives NSF Grant for Pandemic Prediction
UCLA and UCI Research Team Receives NSF Grant for Pandemic Prediction
View Ph.D. Student Nika Nour Awarded 2022 Google Fellowship to Explore Effects of Deepfakes
Ph.D. Student Nika Nour Awarded 2022 Google Fellowship to Explore Effects of Deepfakes
View ICS and Google Researchers Awarded Best Task Paper for Collaboration on Automatically Updating Wikipedia
ICS and Google Researchers Awarded Best Task Paper for Collaboration on Automatically Updating Wikipedia
View Los Angeles Times: “Researchers use AI to predict crime, biased policing in major U.S. cities like L.A.”
Los Angeles Times: “Researchers use AI to predict crime, biased policing in major U.S. cities like L.A.”
View Pierre Baldi Tackles Deep Learning at 800th Anniversary of the University of Padova in Italy
Pierre Baldi Tackles Deep Learning at 800th Anniversary of the University of Padova in Italy
View Futurity: “Roadside Objects Can Trick Driverless Cars”
Futurity: “Roadside Objects Can Trick Driverless Cars”
View UCI News: “UCI researchers: Autonomous vehicles can be tricked into dangerous driving behavior”
UCI News: “UCI researchers: Autonomous vehicles can be tricked into dangerous driving behavior”
View Wired: “Google Has a Plan to Stop Its New AI From Being Dirty and Rude”
Wired: “Google Has a Plan to Stop Its New AI From Being Dirty and Rude”
View IEEE Spectrum: Meta’s Challenge to OpenAI—Give Away a Massive Language Model”
IEEE Spectrum: Meta’s Challenge to OpenAI—Give Away a Massive Language Model”
View Machine Learning ‘Street Talk’ Podcast Features Reality Check from Sameer Singh and Yasaman Razeghi
Machine Learning ‘Street Talk’ Podcast Features Reality Check from Sameer Singh and Yasaman Razeghi
View Culture of Collaboration Leads to Cutting-Edge Work in AI
Culture of Collaboration Leads to Cutting-Edge Work in AI
View UCI Deep Learning Researchers Advance Theory and Practice of Data Compression