Daniel Lengyel
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Mortar: an open testbed for portable building analytics
G Fierro, M Pritoni, M AbdelBaky, D Lengyel, J Leyden, A Prakash, ...
ACM Transactions on Sensor Networks (TOSN) 16 (1), 1-31, 2019
Genni: Visualising the geometry of equivalences for neural network identifiability
D Lengyel, J Petangoda, I Falk, K Highnam, M Lazarou, A Kolbeinsson, ...
arXiv preprint arXiv:2011.07407, 2020
On Flat Minima, Large Margins and Generalizability
D Lengyel, N Jennings, P Parpas, N Kantas
Curvature Aligned Simplex Gradient: Principled Sample Set Construction For Numerical Differentiation
D Lengyel, P Parpas, N Kantas, NR Jennings
arXiv preprint arXiv:2310.12712, 2023
Dealing with expected thermal discomfort
AA Panagopoulos, M Katsigiannis, M Pritoni, G Fierro, D Lengyel, T Peffer, ...
From Plateaus to Progress: Unveiling Training Dynamics of PINNs
R Pandya, P Parpas, D Lengyel
Efficient regression with deep neural networks: how many datapoints do we need?
D Lengyel, A Borovykh
Has it Trained Yet? NeurIPS 2022 Workshop, 0
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