D. Sculley
7 papers · 2013–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (12) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π
Cross-Pollinator
(14)
π₯
Mega-Team
(47)
π
Trend Setter
β
The Questioner
π
Conference Pioneer
Conferences
NIPS (3)
ICML (2)
INTERSPEECH (1)
JMLR (1)
Top co-authors
Keywords
online learning
(1)
domain generalization
(1)
benchmark suite
(1)
model evaluation
(1)
randomized rounding
(1)
keyword spotting
(1)
speaker verification
(1)
large-scale learning
(1)
distribution shift
(1)
software engineering
(1)
learning rate
(1)
random projection
(1)
memory efficiency
(1)
data quality
(1)
system design
(1)
model deployment
(1)
dataset benchmark
(1)
data-centric ai
(1)
memory reduction
(1)
machine learning system
(1)
Papers
Position: AI Competitions Provide the Gold Standard for Empirical Rigor in GenAI Evaluation
ICML 2025
DataPerf: Benchmarks for Data-Centric AI Development
NIPS 2023
Underspecification Presents Challenges for Credibility in Modern Machine Learning
JMLR 2022
A Voice-Activated Switch for Persons with Motor and Speech Impairments: Isolated-Vowel Spotting Using Neural Networks
INTERSPEECH 2021
Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift
NIPS 2019
Hidden Technical Debt in Machine Learning Systems
NIPS 2015
Large-Scale Learning with Less RAM via Randomization
ICML 2013