Alkis Gotovos
8 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π§
Keyword Pioneer
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Deep Learning
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
gaussian process
(2)
lottery ticket hypothesis
(1)
bayesian inference
(1)
synthetic data generation
(1)
markov chain monte carlo
(1)
gibbs sampling
(1)
marginal inference
(1)
stochastic process
(1)
likelihood maximization
(1)
maximum likelihood estimation
(1)
determinantal point process
(1)
probabilistic model
(1)
nonlinear dynamical system
(1)
synthetic data
(1)
safety constraint
(1)
model fine-tuning
(1)
submodular function
(1)
continuous-time markov chain
(1)
parameter identification
(1)
safe exploration
(1)
Papers
Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
NeurIPS 2024
On the Existence of Universal Lottery Tickets
ICLR 2022
Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification
NeurIPS 2021
Fast Gaussian process based gradient matching for parameter identification in systems of nonlinear ODEs
AISTATS 2019
Non-Monotone Adaptive Submodular Maximization
IJCAI 2015
Safe Exploration for Optimization with Gaussian Processes
ICML 2015
Sampling from Probabilistic Submodular Models
NeurIPS 2015
Active Learning for Level Set Estimation
IJCAI 2013