Manik Varma
13 papers · 2010–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (15) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(22)
π§
Keyword Pioneer
π
Conference Polyglot
(4)
π
Trend Setter
ποΈ
Keyword Collector
(64)
π
Century Club
(13)
π
Conference Pioneer
Conferences
ICML (7)
NIPS (4)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
model compression
(3)
recurrent neural network
(2)
kernel methods
(2)
extreme classification
(2)
support vector machine
(2)
multiple kernel learning
(2)
feature selection
(1)
multi-label learning
(1)
metric learning
(1)
feature embedding
(1)
multi-modal learning
(1)
deep learning
(1)
kernel learning
(1)
svm classification
(1)
prototype learning
(1)
text classification
(1)
nearest neighbor
(1)
low-rank approximation
(1)
embedding learning
(1)
efficient prediction
(1)
Papers
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification
ICML 2025
OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
ICML 2024
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
ICLR 2024
Multi-Modal Extreme Classification
CVPR 2022
SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels
ICML 2021
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
NIPS 2020
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network
NIPS 2018
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
ICML 2017
Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
ICML 2017
Sparse Local Embeddings for Extreme Multi-label Classification
NIPS 2015
On p-norm Path Following in Multiple Kernel Learning for Non-linear Feature Selection
ICML 2014
Local Deep Kernel Learning for Efficient Non-linear SVM Prediction
ICML 2013
Multiple Kernel Learning and the SMO Algorithm
NIPS 2010