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Sidak Pal Singh
Sidak Pal Singh
ETH Zurich, Max Planck Institute for Intelligent Systems
Verified email at inf.ethz.ch - Homepage
Title
Cited by
Cited by
Year
Model Fusion via Optimal Transport
SP Singh, M Jaggi
NeurIPS 2020, 2019
1872019
WoodFisher: Efficient Second-Order Approximation for Neural Network Compression
SP Singh, D Alistarh
NeurIPS 2020, 2020
1492020
Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning
E Frantar, SP Singh, D Alistarh
NeurIPS 2022, 2022
1162022
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
L Noci, S Anagnostidis, L Biggio, A Orvieto, SP Singh, A Lucchi
NeurIPS 2022, 2022
432022
Context Mover's Distance & Barycenters: Optimal transport of contexts for building representations
SP Singh, A Hug, A Dieuleveut, M Jaggi
AISTATS 2020 and ICLR 2019 Workshop on Deep Generative Models, 2018
342018
Analytic Insights into Structure and Rank of Neural Network Hessian Maps
SP Singh, G Bachmann, T Hofmann
NeurIPS 2021, 2021
282021
Some Fundamental Aspects about Lipschitz Continuity of Neural Network Functions
G Khromov, SP Singh
ICLR 2024, 2023
10*2023
Phenomenology of Double Descent in Finite-Width Neural Networks
SP Singh, A Lucchi, T Hofmann, B Schölkopf
ICLR 2022, 2021
102021
Transformer Fusion with Optimal Transport
M Imfeld, J Graldi, M Giordano, T Hofmann, S Anagnostidis, SP Singh
ICLR 2024, 2023
62023
The Hessian perspective into the Nature of Convolutional Neural Networks
SP Singh, T Hofmann, B Schölkopf
ICML 2023, 2023
32023
Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers
V Bozic, D Dordevic, D Coppola, J Thommes, SP Singh
AAAI 2024, 2023
22023
GLOSS: Generative Latent Optimization of Sentence Representations
SP Singh, A Fan, M Auli
arXiv preprint arXiv:1907.06385, 2019
22019
Efficient second-order methods for model compression
SP Singh
Master Thesis, EPFL, 2020
12020
RaaS and Hierarchical Aggregation Revisited
R Ranchal, SP Singh, P Angin, A Mohindra, H Lei, B Bhargava
2017 IEEE International Conference on Web Services (ICWS), 41-48, 2017
12017
SL-FII: Syntactic and Lexical Constraints with Frequency based Iterative Improvement for Disease Mention Recognition in News Headlines
SP Singh, S Khosla, S Rustagi, M Patel, D Patel
BAI@ IJCAI, 2016
12016
Hallmarks of Optimization Trajectories in Neural Networks and LLMs: The Lengths, Bends, and Dead Ends
SP Singh, B He, T Hofmann, B Schölkopf
arXiv preprint arXiv:2403.07379, 2024
2024
Towards Meta-Pruning via Optimal Transport
A Theus, O Geimer, F Wicke, T Hofmann, S Anagnostidis, SP Singh
ICLR 2024, 2024
2024
Landscaping Linear Mode Connectivity
SP Singh, L Adilova, M Kamp, A Fischer, B Schölkopf, T Hofmann
High-dimensional Learning Dynamics 2024: The Emergence of Structure and …, 2024
2024
Closed form of the Hessian spectrum for some Neural Networks
SP Singh, T Hofmann
High-dimensional Learning Dynamics 2024: The Emergence of Structure and …, 2024
2024
Escaping Random Teacher Initialization Enhances Signal Propagation and Representations
F Sarnthein, SP Singh, A Orvieto, T Hofmann
NeurIPS 2023 Workshop on Mathematics of Modern Machine Learning, 2023
2023
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