Samarth Gupta
3 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Trend Setter
Venues
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Research topics
Keywords
error-correcting output code
(2)
multi-class classification
(2)
bayesian inference
(1)
gaussian process
(1)
discrete optimization
(1)
mixed integer programming
(1)
graph coloring
(1)
resource allocation
(1)
integer programming
(1)
support vector machine
(1)
codebook design
(1)
epidemic model
(1)
stochastic optimization
(1)
mixed integer quadratic program
(1)
adversarial robustness
(1)
Papers
Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference
L4DC 2024
Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring
NeurIPS 2022
Integer programming-based error-correcting output code design for robust classification
UAI 2021