Tomasz Kuśmierczyk
7 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (12)
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Conferences
AAAI (2)
ACML (1)
EMNLP (1)
JMLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
bayesian inference
(2)
uncertainty quantification
(2)
approximate inference
(1)
variational inference
(1)
bayesian learning
(1)
matrix factorization
(1)
hyperparameter optimization
(1)
model calibration
(1)
causal effect estimation
(1)
class imbalance
(1)
bayesian decision theory
(1)
probabilistic programming
(1)
posterior approximation
(1)
probabilistic model
(1)
poisson factorization
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
utility maximization
(1)
continuous normalizing flow
(1)
posterior predictive distribution
(1)
Papers
Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA
EMNLP 2025
Revisiting the Equivalence of Bayesian Neural Networks and Gaussian Processes: On the Importance of Learning Activations
UAI 2025
Hypernetwork Approach to Bayesian MAML (Student Abstract)
AAAI 2025
Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching
JMLR 2023
Uplift Modeling with High Class Imbalance
ACML 2021
Correcting Predictions for Approximate Bayesian Inference
AAAI 2020
Variational Bayesian Decision-making for Continuous Utilities
NIPS 2019