Stefan Mihalas
5 papers · 2016–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (2)
Top co-authors
Keywords
information theory
(1)
multivariate gaussian
(1)
brain connectivity
(1)
gradient descent
(1)
bias correction
(1)
matrix completion
(1)
recurrent neural network
(1)
partial information decomposition
(1)
credit assignment
(1)
backpropagation through time
(1)
spline regression
(1)
low-rank factorization
(1)
eligibility trace
(1)
biological neural network
(1)
synergistic information
(1)
nonnegative regression
(1)
redundant information
(1)
neuromodulator signaling
(1)
Papers
How connectivity structure shapes rich and lazy learning in neural circuits
ICLR 2024
Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
NIPS 2023
Efficient approximation of neural population structure and correlations with probabilistic circuits
ICLR 2023
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators
NIPS 2022
High resolution neural connectivity from incomplete tracing data using nonnegative spline regression
NIPS 2016