Davis W. Blalock

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Compression Ratio

Multiple Instance Learning

Top Venues

Publications

Zachary Ankner, Naomi Saphra, Davis W. Blalock, Jonathan Frankle, Matthew L. Leavitt
Dynamic Masking Rate Schedules for MLM Pretraining. EACL (2) (2024)
Zachary Ankner, Naomi Saphra, Davis W. Blalock, Jonathan Frankle, Matthew L. Leavitt
Dynamic Masking Rate Schedules for MLM Pretraining. CoRR (2023)
Jacob Portes, Davis W. Blalock, Cory Stephenson, Jonathan Frankle
Fast Benchmarking of Accuracy vs. Training Time with Cyclic Learning Rates. CoRR (2022)
Davis W. Blalock, John V. Guttag
Multiplying Matrices Without Multiplying. CoRR (2021)
Davis W. Blalock, John V. Guttag
Multiplying Matrices Without Multiplying. ICML (2021)
Divya Shanmugam, Davis W. Blalock, Guha Balakrishnan, John V. Guttag
Better Aggregation in Test-Time Augmentation. ICCV (2021)
Davis W. Blalock, Jose Javier Gonzalez Ortiz, Jonathan Frankle, John V. Guttag
What is the State of Neural Network Pruning? CoRR (2020)
Davis W. Blalock, Jose Javier Gonzalez Ortiz, Jonathan Frankle, John V. Guttag
What is the State of Neural Network Pruning? MLSys (2020)
Divya Shanmugam, Davis W. Blalock, Guha Balakrishnan, John V. Guttag
When and Why Test-Time Augmentation Works. CoRR (2020)
Divya Shanmugam, Davis W. Blalock, John V. Guttag
Multiple Instance Learning for ECG Risk Stratification. MLHC (2019)
Davis W. Blalock, Samuel Madden, John V. Guttag
Sprintz: Time Series Compression for the Internet of Things. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Davis W. Blalock, Samuel Madden, John V. Guttag
Sprintz: Time Series Compression for the Internet of Things. CoRR (2018)
Divya Shanmugam, Davis W. Blalock, Jen J. Gong, John V. Guttag
Multiple Instance Learning for ECG Risk Stratification. CoRR (2018)
Davis W. Blalock, John V. Guttag
Bolt: Accelerated Data Mining with Fast Vector Compression. CoRR (2017)
Davis W. Blalock, John V. Guttag
Bolt: Accelerated Data Mining with Fast Vector Compression. KDD (2017)
Davis W. Blalock, John V. Guttag
EXTRACT: Strong Examples from Weakly-Labeled Sensor Data. CoRR (2016)
Davis W. Blalock, John V. Guttag
EXTRACT: Strong Examples from Weakly-Labeled Sensor Data. ICDM (2016)
Blake T. Thomas, Davis W. Blalock, William B. Levy
Adaptive Synaptogenesis Constructs Neural Codes That Benefit Discrimination. PLoS Comput. Biol. 11 (7) (2015)