Joshua Engels

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Search Strategy

Query Formulation

Approximate Nearest Neighbor Search

Top Venues

Publications

Joshua Engels, Benjamin Landrum, Shangdi Yu, Laxman Dhulipala, Julian Shun
Approximate Nearest Neighbor Search with Window Filters. CoRR (2024)
Joshua Engels, Isaac Liao, Eric J. Michaud, Wes Gurnee, Max Tegmark
Not All Language Model Features Are Linear. CoRR (2024)
Nicholas Meisburger, Vihan Lakshman, Benito Geordie, Joshua Engels, David Torres Ramos, Pratik Pranav, Benjamin Coleman, Benjamin Meisburger, Shubh Gupta, Yashwanth Adunukota, Siddharth Jain, Tharun Medini, Anshumali Shrivastava
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware. CIKM (2023)
Joshua Engels, Benjamin Coleman, Vihan Lakshman, Anshumali Shrivastava
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries. NeurIPS (2023)
Anshumali Shrivastava, Vihan Lakshman, Tharun Medini, Nicholas Meisburger, Joshua Engels, David Torres Ramos, Benito Geordie, Pratik Pranav, Shubh Gupta, Yashwanth Adunukota, Siddharth Jain
From Research to Production: Towards Scalable and Sustainable Neural Recommendation Models on Commodity CPU Hardware. RecSys (2023)
Nicholas Meisburger, Vihan Lakshman, Benito Geordie, Joshua Engels, David Torres Ramos, Pratik Pranav, Benjamin Coleman, Benjamin Meisburger, Shubh Gupta, Yashwanth Adunukota, Tharun Medini, Anshumali Shrivastava
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Neural Networks on Commodity CPU Hardware. CoRR (2023)
Shangdi Yu, Joshua Engels, Yihao Huang, Julian Shun
PECANN: Parallel Efficient Clustering with Graph-Based Approximate Nearest Neighbor Search. CoRR (2023)
Joshua Engels, Benjamin Coleman, Vihan Lakshman, Anshumali Shrivastava
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries. CoRR (2022)
Joshua Engels, Benjamin Coleman, Anshumali Shrivastava
Practical Near Neighbor Search via Group Testing. NeurIPS (2021)
Joshua Engels, Benjamin Coleman, Anshumali Shrivastava
Practical Near Neighbor Search via Group Testing. CoRR (2021)