Krzysztof Kacprzyk
9 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (6) πΊοΈ Taxonomy Completionist (13)
π£
Hot Topic Early Bird
Conferences
ICLR (4)
AISTATS (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
symbolic regression
(2)
causal inference
(1)
continuous optimization
(1)
distribution shift
(1)
feature interaction
(1)
partial differential equation
(1)
noisy observation
(1)
equation discovery
(1)
scientific machine learning
(1)
generalized additive model
(1)
performance degradation
(1)
scientific discovery
(1)
shape function
(1)
derivative estimation
(1)
large language model
(1)
optimization procedure
(1)
autonomous adaptation
(1)
self-healing machine learning
(1)
llm-based diagnosis
(1)
concept drift
(1)
Papers
Beyond Size-Based Metrics: Measuring Task-Specific Complexity in Symbolic Regression
AISTATS 2025
No Equations Needed: Learning System Dynamics Without Relying on Closed-Form ODEs
ICLR 2025
Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data
ICML 2025
Towards Transparent Time Series Forecasting
ICLR 2024
ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference
ICLR 2024
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments
NIPS 2024
Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations
AISTATS 2024
D-CIPHER: Discovery of Closed-form Partial Differential Equations
NIPS 2023
D-CODE: Discovering Closed-form ODEs from Observed Trajectories
ICLR 2022