Rishabh K Iyer
8 papers · 2013–2024 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (26) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (2)
π
Academic Marathon
(11)
π
Cross-Pollinator
(10)
π
Trend Setter
Conferences
NIPS (6)
ICML (2)
Top co-authors
Keywords
submodular optimization
(6)
submodular function
(3)
submodular minimization
(2)
combinatorial optimization
(2)
pac learning
(1)
structured prediction
(1)
convex optimization
(1)
knowledge distillation
(1)
robust optimization
(1)
supervised learning
(1)
data subset selection
(1)
point cloud
(1)
discrete optimization
(1)
sensor placement
(1)
hamming distance
(1)
function approximation
(1)
large-margin learning
(1)
3d object detection
(1)
function minimization
(1)
image segmentation
(1)
Papers
SCoRe: Submodular Combinatorial Representation Learning
ICML 2024
STONE: A Submodular Optimization Framework for Active 3D Object Detection
NIPS 2024
Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models
ICML 2023
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications
NIPS 2015
Submodular Hamming Metrics
NIPS 2015
Learning Mixtures of Submodular Functions for Image Collection Summarization
NIPS 2014
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints
NIPS 2013
Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions
NIPS 2013