Lopamudra Mukherjee
8 papers · 2007–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(8)
Mathematics & Optimization
(7)
Optimization
(6)
Optimization & Theory Β· Machine Learning
(6)
Computer Vision
(4)
Core Methods
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Application Areas
(2)
Core AI
(2)
Learning Types
(2)
Optimization & Theory Β· Deep Learning
(2)
Processing
(2)
Computer Science
(1)
Keywords
image segmentation
(1)
neural network training
(1)
semidefinite programming
(1)
convex optimization
(1)
background subtraction
(1)
image retrieval
(1)
constraint optimization
(1)
convergence analysis
(1)
signal processing
(1)
parallel computing
(1)
vector quantization
(1)
convex relaxation
(1)
ensemble clustering
(1)
clustering aggregation
(1)
time series forecasting
(1)
multi-class classification
(1)
linear programming
(1)
auc optimization
(1)
hamming distance
(1)
dimensionality reduction
(1)
Papers
SimpleTM: A Simple Baseline for Multivariate Time Series Forecasting
ICLR 2025
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs
NeurIPS 2021
A Biresolution Spectral Framework for Product Quantization
CVPR 2018
Filter Flow Made Practical: Massively Parallel and Lock-Free
CVPR 2017
An NMF Perspective on Binary Hashing
ICCV 2015
Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization
CVPR 2015
GOSUS: Grassmannian Online Subspace Updates with Structured-Sparsity
ICCV 2013
Ensemble Clustering using Semidefinite Programming
NeurIPS 2007