Adam Golinski
8 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (9)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(15)
❓
The Questioner
Conferences
ICML (4)
ACL (1)
JMLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
amortized inference
(3)
variational inference
(3)
posterior distribution
(2)
importance sampling
(2)
bayesian inference
(2)
target function
(2)
mutual information
(1)
intrinsic dimension
(1)
multi-view learning
(1)
likelihood estimation
(1)
curse of dimensionality
(1)
probabilistic programming
(1)
monte carlo integration
(1)
posterior approximation
(1)
generative model
(1)
graphical model
(1)
high-dimensional datum
(1)
language model
(1)
local intrinsic dimension
(1)
monte carlo estimator
(1)
Papers
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results
ACL 2025
Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs
ICML 2025
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning
ICML 2023
Expectation programming: Adapting probabilistic programming systems to estimate expectations efficiently
UAI 2022
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood
ICML 2022
Target–Aware Bayesian Inference: How to Beat Optimal Conventional Estimators
JMLR 2020
Amortized Monte Carlo Integration
ICML 2019
Faithful Inversion of Generative Models for Effective Amortized Inference
NIPS 2018