Lukas Gonon
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (12) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
Conferences
JMLR (3)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
anomaly detection
(1)
statistical learning theory
(1)
empirical risk minimization
(1)
time series
(1)
generalization error
(1)
rademacher complexity
(1)
novelty detection
(1)
mahalanobis distance
(1)
reservoir computing
(1)
curse of dimensionality
(1)
option pricing
(1)
dynamical system
(1)
risk bound
(1)
partial differential equation
(1)
covariance operator
(1)
non-asymptotic bound
(1)
tikhonov regularization
(1)
kernel methods
(1)
random feature neural network
(1)
black-scholes pde
(1)
Papers
Operator Deep Smoothing for Implied Volatility
ICLR 2025
Random Feature Representation Boosting
ICML 2025
Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection
JMLR 2025
Random Feature Neural Networks Learn Black-Scholes Type PDEs Without Curse of Dimensionality
JMLR 2023
Risk Bounds for Reservoir Computing
JMLR 2020