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Mikail Khona
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 12
Top Topics
Recurrent Neural Networks
Probabilistic Modeling
Mixture Model
Deep Learning
Top Venues
CoRR
NeurIPS
NeurReps
Neural Comput.
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Publications
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Rylan Schaeffer
,
Nika Zahedi
,
Mikail Khona
,
Dhruv Pai
,
Sang T. Truong
,
Yilun Du
,
Mitchell Ostrow
,
Sarthak Chandra
,
Andres Carranza
,
Ila Rani Fiete
,
Andrey Gromov
,
Sanmi Koyejo
Bridging Associative Memory and Probabilistic Modeling.
CoRR
(2024)
Mikail Khona
,
Maya Okawa
,
Jan Hula
,
Rahul Ramesh
,
Kento Nishi
,
Robert P. Dick
,
Ekdeep Singh Lubana
,
Hidenori Tanaka
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model.
CoRR
(2024)
Rylan Schaeffer
,
Mikail Khona
,
Zachary Robertson
,
Akhilan Boopathy
,
Kateryna Pistunova
,
Jason W. Rocks
,
Ila Rani Fiete
,
Oluwasanmi Koyejo
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle.
CoRR
(2023)
Rahul Ramesh
,
Mikail Khona
,
Robert P. Dick
,
Hidenori Tanaka
,
Ekdeep Singh Lubana
How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks.
CoRR
(2023)
Mikail Khona
,
Sarthak Chandra
,
Joy J. Ma
,
Ila R. Fiete
Winning the Lottery With Neural Connectivity Constraints: Faster Learning Across Cognitive Tasks With Spatially Constrained Sparse RNNs.
Neural Comput.
35 (11) (2023)
Rylan Schaeffer
,
Mikail Khona
,
Tzuhsuan Ma
,
Cristóbal Eyzaguirre
,
Sanmi Koyejo
,
Ila Fiete
Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells.
NeurIPS
(2023)
Rylan Schaeffer
,
Mikail Khona
,
Tzuhsuan Ma
,
Cristóbal Eyzaguirre
,
Sanmi Koyejo
,
Ila Rani Fiete
Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells.
CoRR
(2023)
Ziming Liu
,
Mikail Khona
,
Ila R. Fiete
,
Max Tegmark
Growing Brains: Co-emergence of Anatomical and Functional Modularity in Recurrent Neural Networks.
CoRR
(2023)
Sunny Duan
,
Mikail Khona
,
Adrian Bertagnoli
,
Sarthak Chandra
,
Ila Fiete
See and Copy: Generation of complex compositional movements from modular and geometric RNN representations.
NeurReps
(2022)
Rylan Schaeffer
,
Mikail Khona
,
Ila Fiete
No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit.
NeurIPS
(2022)
Rylan Schaeffer
,
Blake Bordelon
,
Mikail Khona
,
Weiwei Pan
,
Ila Rani Fiete
Efficient online inference for nonparametric mixture models.
UAI
(2021)
Rylan Schaeffer
,
Mikail Khona
,
Leenoy Meshulam
,
International Brain Laboratory
,
Ila Fiete
Reverse-engineering recurrent neural network solutions to a hierarchical inference task for mice.
NeurIPS
(2020)