Harsha Vardhan Simhadri
8 papers · 2017–2020 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(9)
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Trend Setter
β
The Questioner
Conferences
NIPS (4)
ICML (2)
ACL (1)
NSDI (1)
Top co-authors
Keywords
unsupervised learning
(1)
anomaly detection
(1)
latent dirichlet allocation
(1)
sparse representation
(1)
prototype learning
(1)
topic modeling
(1)
sequential classification
(1)
deep learning
(1)
efficient computing
(1)
multiple instance learning
(1)
nearest neighbor
(1)
low-dimensional embedding
(1)
k-nearest neighbor
(1)
sparse projection
(1)
convolutional neural network
(1)
recurrent neural network
(1)
memory efficiency
(1)
representation collapse
(1)
edge inference
(1)
model compression
(1)
Papers
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
NIPS 2020
DROCC: Deep Robust One-Class Classification
ICML 2020
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices
NIPS 2019
Word2Sense: Sparse Interpretable Word Embeddings
ACL 2019
BLAS-on-flash: An Efficient Alternative for Large Scale ML Training and Inference?
NSDI 2019
DiskANN: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node
NIPS 2019
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
NIPS 2018
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
ICML 2017