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Kristina Kapanova

Waleed Khalid

Alois Schlögl

Victoria Bringmann

Daniel Spies

Valts Liepiņš

Ludwing Asturias Alquijay

Ricarda Aigner

Christian Jansen

Keith Poletti



177 Publications

2024 | Published | Thesis | PhD | IST-REx-ID: 17490 | OA
Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective
I. Markov, Communication-Efficient Distributed Training of Deep Neural Networks : An Algorithms and Systems Perspective, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Thesis | PhD | IST-REx-ID: 17850 | OA
Fitness landscapes of orthologous green fluorescent proteins
L. Gonzalez Somermeyer, Fitness Landscapes of Orthologous Green Fluorescent Proteins, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Conference Paper | IST-REx-ID: 18121 | OA
SPADE: Sparsity-guided debugging for deep neural networks
A.S. Moakhar, E.B. Iofinova, E. Frantar, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 45955–45987.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
2024 | Published | Thesis | PhD | IST-REx-ID: 17485 | OA
Compressing large neural networks : Algorithms, systems and scaling laws
E. Frantar, Compressing Large Neural Networks : Algorithms, Systems and Scaling Laws, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Conference Paper | IST-REx-ID: 17147 | OA
Inference of genetic effects via approximate message passing
A. Depope, M. Mondelli, M.R. Robinson, in:, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, 2024, pp. 13151–13155.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 
2024 | Published | Thesis | PhD | IST-REx-ID: 18471 | OA
Visualizing the neuronal transcriptional landscape with tissue context
N. Agudelo Duenas, Visualizing the Neuronal Transcriptional Landscape with Tissue Context, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Thesis | PhD | IST-REx-ID: 18574 | OA
Visual adaptations to natural statistics
D. Gupta, Visual Adaptations to Natural Statistics, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Journal Article | IST-REx-ID: 15323 | OA
SCAF1 drives the compositional diversity of mammalian respirasomes
I. Vercellino, L.A. Sazanov, Nature Structural and Molecular Biology 31 (2024) 1061–1071.
[Submitted Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2024 | Published | Thesis | PhD | IST-REx-ID: 18531 | OA
Early stages of sex chromosome evolution
A. Mrnjavac, Early Stages of Sex Chromosome Evolution, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Preprint | IST-REx-ID: 18648 | OA
Causal inference for multiple risk factors and diseases from genomics data
N.N. Machnik, S.M. Mahmoudi, M. Borczyk, I. Krätschmer, M.J. Bauer, M.R. Robinson, BioRxiv (2024).
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
2024 | Published | Thesis | PhD | IST-REx-ID: 17206 | OA
Novel approaches to studying alternative splicing in Drosophila Melanogaster : Insights into sex-specific gene expression and the evolution of sex determination
J. Raices, Novel Approaches to Studying Alternative Splicing in Drosophila Melanogaster : Insights into Sex-Specific Gene Expression and the Evolution of Sex Determination, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Thesis | PhD | IST-REx-ID: 18101 | OA
Structural characterization of spumavirus capsid assemblies
D. Porley Esteves, Structural Characterization of Spumavirus Capsid Assemblies, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Thesis | PhD | IST-REx-ID: 17465 | OA
High-dimensional limits in artificial neural networks
A. Shevchenko, High-Dimensional Limits in Artificial Neural Networks, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Journal Article | IST-REx-ID: 17890 | OA
Single-nucleus atlas of the Artemia female reproductive system suggests germline repression of the Z chromosome
M.N. Elkrewi, B. Vicoso, PLoS Genetics 20 (2024).
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2023 | Published | Journal Article | IST-REx-ID: 12334 | OA
ArpC5 isoforms regulate Arp2/3 complex–dependent protrusion through differential Ena/VASP positioning
F. Fäßler, M. Javoor, J. Datler, H. Döring, F. Hofer, G.A. Dimchev, V.-V. Hodirnau, J. Faix, K. Rottner, F.K. Schur, Science Advances 9 (2023).
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2023 | Published | Thesis | PhD | IST-REx-ID: 12732 | OA
Ergodicity breaking in disordered and kinetically constrained quantum many-body systems
P. Brighi, Ergodicity Breaking in Disordered and Kinetically Constrained Quantum Many-Body Systems, Institute of Science and Technology Austria, 2023.
[Published Version] View | Files available | DOI
 
2023 | Research Data | IST-REx-ID: 12817 | OA
Research data for the publication "Dense 4D nanoscale reconstruction of living brain tissue"
J.G. Danzl, (2023).
[Published Version] View | Files available | DOI
 
2023 | Published | Conference Paper | IST-REx-ID: 13053 | OA
CrAM: A Compression-Aware Minimizer
A. Krumes, A. Vladu, E. Kurtic, C. Lampert, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , OpenReview, 2023.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 
2023 | Published | Thesis | PhD | IST-REx-ID: 13074 | OA
Efficiency and generalization of sparse neural networks
A. Krumes, Efficiency and Generalization of Sparse Neural Networks, Institute of Science and Technology Austria, 2023.
[Published Version] View | Files available | DOI
 
2023 | Research Data | IST-REx-ID: 13126 | OA
Research data for the publication "Imaging brain tissue architecture across millimeter to nanometer scales"
J.G. Danzl, (2023).
[Published Version] View | Files available | DOI
 

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