James Holt
11 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6)
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Keyword Champion
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Dynamic Duo
(11)
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The Questioner
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Prolific Year
(5)
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Keyword Collector
(72)
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Century Club
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Conferences
NIPS (6)
AAAI (2)
ICML (2)
AISTATS (1)
Top co-authors
Keywords
holographic reduced representation
(4)
reverse engineering
(2)
binary analysis
(2)
representation learning
(2)
convolutional network
(2)
neural network security
(1)
online learning
(1)
neural network compression
(1)
symbolic reasoning
(1)
uncertainty quantification
(1)
data subsampling
(1)
multi-label classification
(1)
deep learning
(1)
computational complexity
(1)
sequence modeling
(1)
data reduction
(1)
bag-level labels
(1)
logistic regression
(1)
feature encoding
(1)
multiple instance learning
(1)
Papers
Assemblage: Automatic Binary Dataset Construction for Machine Learning
NIPS 2024
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection
AISTATS 2024
A Walsh Hadamard Derived Linear Vector Symbolic Architecture
NIPS 2024
Is Function Similarity Over-Engineered? Building a Benchmark
NIPS 2024
Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling
NIPS 2024
Recasting Self-Attention with Holographic Reduced Representations
ICML 2023
Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests
NIPS 2023
A Coreset Learning Reality Check
AAAI 2023
Out of Distribution Data Detection Using Dropout Bayesian Neural Networks
AAAI 2022
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations
ICML 2022
Learning with Holographic Reduced Representations
NIPS 2021