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7862 Publications


2022 | Published | Conference Paper | IST-REx-ID: 14173 | OA
Assaying out-of-distribution generalization in transfer learning
F. Wenzel, A. Dittadi, P.V. Gehler, C.-J.S.-G. Carl-Johann Simon-Gabriel, M. Horn, D. Zietlow, D. Kernert, C. Russell, T. Brox, B. Schiele, B. Schölkopf, F. Locatello, in:, 36th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2022, pp. 7181–7198.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2022 | Published | Conference Paper | IST-REx-ID: 14174 | OA
The role of pretrained representations for the OOD generalization of reinforcement learning agents
A. Dittadi, F. Träuble, M. Wüthrich, F. Widmaier, P. Gehler, O. Winther, F. Locatello, O. Bachem, B. Schölkopf, S. Bauer, in:, 10th International Conference on Learning Representations, 2022.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2022 | Published | Conference Paper | IST-REx-ID: 14175 | OA
You mostly walk alone: Analyzing feature attribution in trajectory prediction
O. Makansi, J. von Kügelgen, F. Locatello, P. Gehler, D. Janzing, T. Brox, B. Schölkopf, in:, 10th International Conference on Learning Representations, 2022.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2022 | Submitted | Conference Paper | IST-REx-ID: 14215 | OA
A general purpose neural architecture for geospatial systems
N. Rahaman, M. Weiss, F. Träuble, F. Locatello, A. Lacoste, Y. Bengio, C. Pal, L.E. Li, B. Schölkopf, in:, 36th Conference on Neural Information Processing Systems, n.d.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2022 | Submitted | Preprint | IST-REx-ID: 14220 | OA
Compositional multi-object reinforcement learning with linear relation networks
D. Mambelli, F. Träuble, S. Bauer, B. Schölkopf, F. Locatello, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Submitted | Preprint | IST-REx-ID: 14236 | OA
Incremental approximate maximum flow in m1/2+o(1) update time
G. Goranci, M. Henzinger, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Journal Article | IST-REx-ID: 14248 | OA
Affine dimers from characteristic polygons
D. Holmes, PUMP Journal of Undergraduate Research 5 (2022) 24–51.
[Published Version] View | Download Published Version (ext.) | arXiv
 

2022 | Published | Journal Article | IST-REx-ID: 14355 | OA
A homozygous MED11 C-terminal variant causes a lethal neurodegenerative disease
Cali E, Lin S-J, Rocca C, Sahin Y, Al Shamsi A, El Chehadeh S, Chaabouni M, Mankad K, Galanaki E, Efthymiou S, Sudhakar S, Athanasiou-Fragkouli A, Celik T, Narli N, Bianca S, Murphy D, Moreira FMDC, Accogli A, Petree C, Huang K, Monastiri K, Edizadeh M, Nardello R, Ognibene M, De Marco P, Ruggieri M, Zara F, Striano P, Sahin Y, Al-Gazali L, Warde MTA, Gerard B, Zifarelli G, Beetz C, Fortuna S, Soler M, Valente EM, Varshney G, Maroofian R, Salpietro V, Houlden H, Grp SynS. 2022. A homozygous MED11 C-terminal variant causes a lethal neurodegenerative disease. Genetics in Medicine. 24(10), 2194–2203.
[Published Version] View | Files available | DOI
 

2022 | Published | Journal Article | IST-REx-ID: 14356 | OA
Biallelic variants in WARS1 cause a highly variable neurodevelopmental syndrome and implicate a critical exon for normal auditory function
Lin S-J, Vona B, Porter HM, Izadi M, Huang K, Lacassie Y, Rosenfeld JA, Khan S, Petree C, Ali TA, Muhammad N, Khan SA, Muhammad N, Liu P, Haymon M-L, Rueschendorf F, Kong I-K, Schnapp L, Shur N, Chorich L, Layman L, Haaf T, Pourkarimi E, Kim H-G, Varshney GK. 2022. Biallelic variants in WARS1 cause a highly variable neurodevelopmental syndrome and implicate a critical exon for normal auditory function. Human Mutation. 43(10), 1472–1489.
[Published Version] View | Files available | DOI
 

2022 | Published | Journal Article | IST-REx-ID: 14357 | OA
WARS1 and SARS1: Two tRNA synthetases implicated in autosomal recessive microcephaly
Boegershausen N, Krawczyk HE, Jamra RA, Lin S-J, Yigit G, Huening I, Polo AM, Vona B, Huang K, Schmidt J, Altmueller J, Luppe J, Platzer K, Doergeloh BB, Busche A, Biskup S, Mendes, I M, Smith DEC, Salomons GS, Zibat A, Bueltmann E, Nuernberg P, Spielmann M, Lemke JR, Li Y, Zenker M, Varshney GK, Hillen HS, Kratz CP, Wollnik B. 2022. WARS1 and SARS1: Two tRNA synthetases implicated in autosomal recessive microcephaly. Human Mutation. 43(10), 1454–1471.
[Published Version] View | Files available | DOI | PubMed | Europe PMC
 

2022 | Published | Journal Article | IST-REx-ID: 17868 | OA
Reversed conductance decay of 1D topological insulators by tight-binding analysis
L. Li, S. Gunasekaran, Y. Wei, C. Nuckolls, L. Venkataraman, The Journal of Physical Chemistry Letters 13 (2022) 9703–9710.
[Preprint] View | DOI | Download Preprint (ext.) | PubMed | Europe PMC
 

2022 | Published | Journal Article | IST-REx-ID: 17869 | OA
Electric-field-induced coupling of aryl iodides with a nickel(0) complex
N.M. Orchanian, S. Guizzo, M.L. Steigerwald, C. Nuckolls, L. Venkataraman, Chemical Communications 58 (2022) 12556–12559.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | PubMed | Europe PMC
 

2022 | Published | Journal Article | IST-REx-ID: 17870 | OA
Interfacial electric fields catalyze Ullmann coupling reactions on gold surfaces
I.B. Stone, R.L. Starr, N. Hoffmann, X. Wang, A.M. Evans, C. Nuckolls, T.H. Lambert, M.L. Steigerwald, T.C. Berkelbach, X. Roy, L. Venkataraman, Chemical Science 13 (2022) 10798–10805.
[Published Version] View | DOI | Download Published Version (ext.)
 

2022 | Published | Journal Article | IST-REx-ID: 17873 | OA
Theory of chirality induced spin selectivity: Progress and challenges
Evers F, Aharony A, Bar‐Gill N, Entin‐Wohlman O, Hedegård P, Hod O, Jelinek P, Kamieniarz G, Lemeshko M, Michaeli K, Mujica V, Naaman R, Paltiel Y, Refaely‐Abramson S, Tal O, Thijssen J, Thoss M, van Ruitenbeek JM, Venkataraman L, Waldeck DH, Yan B, Kronik L. 2022. Theory of chirality induced spin selectivity: Progress and challenges. Advanced Materials. 34(13), 2106629.
[Preprint] View | DOI | Download Preprint (ext.) | PubMed | Europe PMC | arXiv
 

2022 | Published | Journal Article | IST-REx-ID: 17874 | OA
π-Conjugated redox-active two-dimensional polymers as organic cathode materials
Z. Jin, Q. Cheng, A.M. Evans, J. Gray, R. Zhang, S.T. Bao, F. Wei, L. Venkataraman, Y. Yang, C. Nuckolls, Chemical Science 13 (2022) 3533–3538.
[Published Version] View | DOI | Download Published Version (ext.)
 

2022 | Published | Journal Article | IST-REx-ID: 18191 | OA
Scalable Hamiltonian learning for large-scale out-of-equilibrium quantum dynamics
A. Valenti, G. Jin, J. Leonard, S.D. Huber, E. Greplova, Physical Review A 105 (2022).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Journal Article | IST-REx-ID: 18220 | OA
Machine learning approaches demonstrate that protein structures carry information about their genetic coding
L. Ackerman-Schraier, A.A. Rosenberg, A. Marx, A.M. Bronstein, Scientific Reports 12 (2022).
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2022 | Published | Journal Article | IST-REx-ID: 18221 | OA
Codon-specific Ramachandran plots show amino acid backbone conformation depends on identity of the translated codon
A.A. Rosenberg, A. Marx, A.M. Bronstein, Nature Communications 13 (2022).
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2022 | Published | Journal Article | IST-REx-ID: 18222 | OA
Embryologist agreement when assessing blastocyst implantation probability: Is data-driven prediction the solution to embryo assessment subjectivity?
D.E. Fordham, D. Rosentraub, A.L. Polsky, T. Aviram, Y. Wolf, O. Perl, A. Devir, S. Rosentraub, D.H. Silver, Y. Gold Zamir, A.M. Bronstein, M. Lara Lara, J. Ben Nagi, A. Alvarez, S. Munné, Human Reproduction 37 (2022) 2275–2290.
[Published Version] View | DOI | Download Published Version (ext.)
 

2022 | Published | Journal Article | IST-REx-ID: 18224 | OA
Baby steps towards few-shot learning with multiple semantics
E. Schwartz, L. Karlinsky, R. Feris, R. Giryes, A.M. Bronstein, Pattern Recognition Letters 160 (2022) 142–147.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

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