Jovana Mitrovic
7 papers · 2016–2024 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ Academic Marathon (8) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird
๐
Cross-Pollinator
(15)
Conferences
ICLR (3)
ICML (3)
NIPS (1)
Top co-authors
Keywords
causal inference
(2)
causal discovery
(1)
self-supervised learning
(1)
out-of-distribution generalization
(1)
reproducing kernel hilbert space
(1)
posterior inference
(1)
approximate bayesian computation
(1)
causal graph
(1)
random fourier feature
(1)
summary statistic
(1)
kernel methods
(1)
self-supervised objective
(1)
algorithm execution
(1)
neural algorithmic reasoning
(1)
causal regularization
(1)
kernel-based distribution regression
(1)
cause-effect asymmetry
(1)
Papers
Improving fine-grained understanding in image-text pre-training
ICML 2024
SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations
ICLR 2023
Neural Algorithmic Reasoning with Causal Regularisation
ICML 2023
CoBERL: Contrastive BERT for Reinforcement Learning
ICLR 2022
Representation Learning via Invariant Causal Mechanisms
ICLR 2021
Causal Inference via Kernel Deviance Measures
NIPS 2018
DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression
ICML 2016