Mark Kozdoba
6 papers · 2015–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (9)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(14)
π
Conference Pioneer
Conferences
ICML (3)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
unsupervised learning
(1)
stochastic optimization
(1)
online learning
(1)
k-means clustering
(1)
topic modeling
(1)
community detection
(1)
kalman filter
(1)
random walk
(1)
graph embedding
(1)
stochastic process
(1)
linear regression
(1)
variance estimation
(1)
parameter learning
(1)
stochastic block model
(1)
hidden markov model
(1)
regret bound
(1)
dynamical system
(1)
sequential datum
(1)
time-series forecasting
(1)
model reconstruction
(1)
Papers
Sobolev Space Regularised Pre Density Models
ICML 2024
Learning Hidden Markov Models When the Locations of Missing Observations are Unknown
ICML 2023
Finite Sample Analysis Of Dynamic Regression Parameter Learning
NIPS 2022
Topic Modeling via Full Dependence Mixtures
ICML 2020
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters
AAAI 2019
Community Detection via Measure Space Embedding
NIPS 2015