Davis Blalock
7 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (6) ๐ Academic Marathon (6) ๐ฃ Hot Topic Early Bird ๐ Cross-Pollinator (15) ๐ Renaissance Researcher (8)
๐
Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(12)
๐งญ
Keyword Pioneer
๐ฅ
Unstoppable
(5)
๐
Trend Setter
Conferences
ICML (2)
AISTATS (1)
EACL (1)
ICCV (1)
JMLR (1)
MLHC (1)
Top co-authors
Research topics
Keywords
model compression
(1)
causal inference
(1)
representation learning
(1)
image classification
(1)
shortcut learning
(1)
neural network training
(1)
model robustness
(1)
deep learning
(1)
neural network optimization
(1)
class imbalance
(1)
multiple instance learning
(1)
distribution shift
(1)
algorithmic efficiency
(1)
robust generalization
(1)
masked language modeling
(1)
matrix multiplication
(1)
ensemble prediction
(1)
learning-based method
(1)
risk stratification
(1)
prediction aggregation
(1)
Papers
$\mathrmฮผ$nit Scaling: Simple and Scalable FP8 LLM Training
ICML 2025
Dynamic Masking Rate Schedules for MLM Pretraining
EACL 2024
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities
JMLR 2023
Causally motivated shortcut removal using auxiliary labels
AISTATS 2022
Multiplying Matrices Without Multiplying
ICML 2021
Better Aggregation in Test-Time Augmentation
ICCV 2021
Multiple Instance Learning for ECG Risk Stratification
MLHC 2019