Alan Nawzad Amin
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
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Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Bayesian & Probabilistic
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Models
(1)
Optimization
(1)
Reasoning
(1)
Representation
(1)
Research
(1)
Keywords
generative model
(2)
neural network
(2)
probability distribution
(1)
sequential monte carlo
(1)
bayesian optimization
(1)
conditional independence
(1)
hyperparameter tuning
(1)
antibody design
(1)
biological sequence
(1)
protein engineering
(1)
causal graph
(1)
linear algebra
(1)
genetic variant
(1)
stein discrepancy
(1)
kernel methods
(1)
matrix inversion
(1)
likelihood optimization
(1)
adjacency test
(1)
interventions
(1)
rna sequencing
(1)
Papers
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences
ICLR 2025
Training Flexible Models of Genetic Variant Effects from Functional Annotations using Accelerated Linear Algebra
ICML 2025
Kernel-Based Evaluation of Conditional Biological Sequence Models
ICML 2024
Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency
ICML 2024
A Kernelized Stein Discrepancy for Biological Sequences
ICML 2023