Don Dennis
4 papers · 2018–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
resource-constrained device
(2)
ensemble learning
(1)
knowledge distillation
(1)
sequential classification
(1)
efficient inference
(1)
efficient computing
(1)
time series classification
(1)
multiple instance learning
(1)
distribution shift
(1)
phoneme classification
(1)
distributionally robust optimization
(1)
recurrent neural network
(1)
long-tailed distribution
(1)
student model
(1)
two-player game
(1)
resource-efficient computing
(1)
early prediction
(1)
group shift
(1)
sequential data classification
(1)
model compression
(1)
Papers
Bitrate-Constrained DRO: Beyond Worst Case Robustness To Unknown Group Shifts
ICLR 2023
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference
NeurIPS 2023
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices
NeurIPS 2019
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
NeurIPS 2018