Benito Geordie

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 8

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Publications

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)
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)
Shabnam Daghaghi, Benjamin Coleman, Benito Geordie, Anshumali Shrivastava
Adaptive Sampling for Deep Learning via Efficient Nonparametric Proxies. CoRR (2023)
Matthew Weidner, Ria Pradeep, Benito Geordie, Heather Miller
For-Each Operations in Collaborative Apps. CoRR (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)
Matthew Weidner, Ria Pradeep, Benito Geordie, Heather Miller
For-Each Operations in Collaborative Apps. PaPoC@EuroSys (2023)
Benjamin Coleman, Benito Geordie, Li Chou, Ryan A. Leo Elworth, Todd J. Treangen, Anshumali Shrivastava
One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams. ICML (2022)
Matthew Weidner, Heather Miller, Huairui Qi, Maxime Kjaer, Ria Pradeep, Benito Geordie, Christopher Meiklejohn
Collabs: Composable Collaborative Data Structures. CoRR (2022)