Alkis Gotovos
8 papers · 2013–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Academic Marathon (11) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
NIPS (3)
IJCAI (2)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
gaussian process
(2)
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)
probabilistic model
(1)
nonlinear dynamical system
(1)
synthetic datum
(1)
safety constraint
(1)
model fine-tuning
(1)
submodular function
(1)
continuous-time markov chain
(1)
parameter identification
(1)
safe exploration
(1)
gradient matching
(1)
large language model
(1)
language model quantization
(1)
Papers
Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
NIPS 2024
On the Existence of Universal Lottery Tickets
ICLR 2022
Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification
NIPS 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
NIPS 2015
Active Learning for Level Set Estimation
IJCAI 2013