Jiri Navratil
12 papers · 2010–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(5)
Core Methods
(4)
Learning Paradigms · Artificial Intelligence
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Keywords
large language model
(3)
stochastic dominance
(2)
anomaly detection
(1)
uncertainty quantification
(1)
optimal transport
(1)
preference alignment
(1)
sample complexity
(1)
convolutional neural network
(1)
test-time adaptation
(1)
text generation
(1)
granger causality
(1)
early exit
(1)
episodic memory
(1)
distribution shift
(1)
causal discovery
(1)
deep neural network
(1)
confidence scoring
(1)
prediction interval
(1)
uncertainty estimation
(1)
transfer learning
(1)
Papers
GP-MoLFormer-Sim: Test Time Molecular Optimization Through Contextual Similarity Guidance
AAAI 2026
Distributional Preference Alignment of LLMs via Optimal Transport
NeurIPS 2024
Larimar: Large Language Models with Episodic Memory Control
ICML 2024
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
AISTATS 2024
Risk Aware Benchmarking of Large Language Models
ICML 2024
Anomaly Attribution with Likelihood Compensation
AAAI 2021
Learning Prediction Intervals for Model Performance
AAAI 2021
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes
AISTATS 2019
Graph-Based Unsupervised Learning of Word Similarities Using Heterogeneous Feature Types
EMNLP 2013
A Comparison of Syntactic Reordering Methods for English-German Machine Translation
COLING 2012
A Word Reordering Model for Improved Machine Translation
EMNLP 2011
Syntax Based Reordering with Automatically Derived Rules for Improved Statistical Machine Translation
COLING 2010