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5954 Publications
2019 | Published | Conference Paper | IST-REx-ID: 6490 | 
The treewidth of smart contracts
K. Chatterjee, A.K. Goharshady, E.K. Goharshady, in:, Proceedings of the 34th ACM Symposium on Applied Computing, ACM, 2019, pp. 400–408.
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K. Chatterjee, A.K. Goharshady, E.K. Goharshady, in:, Proceedings of the 34th ACM Symposium on Applied Computing, ACM, 2019, pp. 400–408.
2019 | Published | Journal Article | IST-REx-ID: 7158 |
Faster algorithms for dynamic algebraic queries in basic RSMs with constant treewidth
K. Chatterjee, A.K. Goharshady, P. Goyal, R. Ibsen-Jensen, A. Pavlogiannis, ACM Transactions on Programming Languages and Systems 41 (2019).
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K. Chatterjee, A.K. Goharshady, P. Goyal, R. Ibsen-Jensen, A. Pavlogiannis, ACM Transactions on Programming Languages and Systems 41 (2019).
2019 | Published | Conference Paper | IST-REx-ID: 6175 |
Cost analysis of nondeterministic probabilistic programs
P. Wang, H. Fu, A.K. Goharshady, K. Chatterjee, X. Qin, W. Shi, in:, PLDI 2019: Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, Association for Computing Machinery, 2019, pp. 204–220.
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P. Wang, H. Fu, A.K. Goharshady, K. Chatterjee, X. Qin, W. Shi, in:, PLDI 2019: Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, Association for Computing Machinery, 2019, pp. 204–220.
2019 | Published | Journal Article | IST-REx-ID: 7014 |
Non-polynomial worst-case analysis of recursive programs
K. Chatterjee, H. Fu, A.K. Goharshady, ACM Transactions on Programming Languages and Systems 41 (2019).
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K. Chatterjee, H. Fu, A.K. Goharshady, ACM Transactions on Programming Languages and Systems 41 (2019).
2019 | Published | Journal Article | IST-REx-ID: 6380 |
Efficient parameterized algorithms for data packing
K. Chatterjee, A.K. Goharshady, N. Okati, A. Pavlogiannis, Proceedings of the ACM on Programming Languages 3 (2019).
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K. Chatterjee, A.K. Goharshady, N. Okati, A. Pavlogiannis, Proceedings of the ACM on Programming Languages 3 (2019).
2019 | Published | Conference Paper | IST-REx-ID: 6056 |
Probabilistic smart contracts: Secure randomness on the blockchain
K. Chatterjee, A.K. Goharshady, A. Pourdamghani, in:, IEEE International Conference on Blockchain and Cryptocurrency, IEEE, 2019.
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K. Chatterjee, A.K. Goharshady, A. Pourdamghani, in:, IEEE International Conference on Blockchain and Cryptocurrency, IEEE, 2019.
2019 | Published | Journal Article | IST-REx-ID: 6627 |
Reorientation of cortical microtubule arrays in the hypocotyl of arabidopsis thaliana is induced by the cell growth process and independent of auxin signaling
M. Adamowski, L. Li, J. Friml, International Journal of Molecular Sciences 20 (2019).
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M. Adamowski, L. Li, J. Friml, International Journal of Molecular Sciences 20 (2019).
2018 | Published | Journal Article | IST-REx-ID: 132 |
Defining lineage potential and fate behavior of precursors during pancreas development
M. Sznurkowska, E.B. Hannezo, R. Azzarelli, S. Rulands, S. Nestorowa, C. Hindley, J. Nichols, B. Göttgens, M. Huch, A. Philpott, B. Simons, Developmental Cell 46 (2018) 360–375.
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M. Sznurkowska, E.B. Hannezo, R. Azzarelli, S. Rulands, S. Nestorowa, C. Hindley, J. Nichols, B. Göttgens, M. Huch, A. Philpott, B. Simons, Developmental Cell 46 (2018) 360–375.
2018 | Published | Journal Article | IST-REx-ID: 136 |
Unstable equilibria and invariant manifolds in quasi-two-dimensional Kolmogorov-like flow
B. Suri, J. Tithof, R. Grigoriev, M. Schatz, Physical Review E 98 (2018).
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B. Suri, J. Tithof, R. Grigoriev, M. Schatz, Physical Review E 98 (2018).
2018 | Published | Journal Article | IST-REx-ID: 139 |
The divergence history of European blue mussel species reconstructed from Approximate Bayesian Computation: The effects of sequencing techniques and sampling strategies
C. Fraisse, C. Roux, P. Gagnaire, J. Romiguier, N. Faivre, J. Welch, N. Bierne, PeerJ 2018 (2018).
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C. Fraisse, C. Roux, P. Gagnaire, J. Romiguier, N. Faivre, J. Welch, N. Bierne, PeerJ 2018 (2018).
2018 | Published | Conference Paper | IST-REx-ID: 14198 |
SOM-VAE: Interpretable discrete representation learning on time series
V. Fortuin, M. Hüser, F. Locatello, H. Strathmann, G. Rätsch, in:, International Conference on Learning Representations, 2018.
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V. Fortuin, M. Hüser, F. Locatello, H. Strathmann, G. Rätsch, in:, International Conference on Learning Representations, 2018.
2018 | Published | Conference Paper | IST-REx-ID: 14201 |
Boosting variational inference: An optimization perspective
F. Locatello, R. Khanna, J. Ghosh, G. Rätsch, in:, Proceedings of the 21st International Conference on Artificial Intelligence and Statistics, ML Research Press, 2018, pp. 464–472.
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F. Locatello, R. Khanna, J. Ghosh, G. Rätsch, in:, Proceedings of the 21st International Conference on Artificial Intelligence and Statistics, ML Research Press, 2018, pp. 464–472.
2018 | Published | Conference Paper | IST-REx-ID: 14202 |
Boosting black box variational inference
F. Locatello, G. Dresdner, R. Khanna, I. Valera, G. Rätsch, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2018.
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F. Locatello, G. Dresdner, R. Khanna, I. Valera, G. Rätsch, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2018.
2018 | Published | Conference Paper | IST-REx-ID: 14203 |
A conditional gradient framework for composite convex minimization with applications to semidefinite programming
A. Yurtsever, O. Fercoq, F. Locatello, V. Cevher, in:, Proceedings of the 35th International Conference on Machine Learning, ML Research Press, 2018, pp. 5727–5736.
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A. Yurtsever, O. Fercoq, F. Locatello, V. Cevher, in:, Proceedings of the 35th International Conference on Machine Learning, ML Research Press, 2018, pp. 5727–5736.
2018 | Published | Conference Paper | IST-REx-ID: 14204 |
On matching pursuit and coordinate descent
F. Locatello, A. Raj, S.P. Karimireddy, G. Rätsch, B. Schölkopf, S.U. Stich, M. Jaggi, in:, Proceedings of the 35th International Conference on Machine Learning, ML Research Press, 2018, pp. 3198–3207.
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F. Locatello, A. Raj, S.P. Karimireddy, G. Rätsch, B. Schölkopf, S.U. Stich, M. Jaggi, in:, Proceedings of the 35th International Conference on Machine Learning, ML Research Press, 2018, pp. 3198–3207.
2018 | Published | Conference Paper | IST-REx-ID: 14224 |
Clustering meets implicit generative models
F. Locatello, D. Vincent, I. Tolstikhin, G. Ratsch, S. Gelly, B. Scholkopf, in:, 6th International Conference on Learning Representations, 2018.
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F. Locatello, D. Vincent, I. Tolstikhin, G. Ratsch, S. Gelly, B. Scholkopf, in:, 6th International Conference on Learning Representations, 2018.
2018 | Submitted | Preprint | IST-REx-ID: 14327 |
Competitive training of mixtures of independent deep generative models
F. Locatello, D. Vincent, I. Tolstikhin, G. Rätsch, S. Gelly, B. Schölkopf, ArXiv (n.d.).
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F. Locatello, D. Vincent, I. Tolstikhin, G. Rätsch, S. Gelly, B. Schölkopf, ArXiv (n.d.).
2018 | Published | Conference Paper | IST-REx-ID: 144
A theory of register monitors
T. Ferrere, T.A. Henzinger, E. Saraç, in:, IEEE, 2018, pp. 394–403.
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T. Ferrere, T.A. Henzinger, E. Saraç, in:, IEEE, 2018, pp. 394–403.
2018 | Published | Journal Article | IST-REx-ID: 145 |
Newly produced synaptic vesicle proteins are preferentially used in synaptic transmission
S.M. Truckenbrodt, A. Viplav, S. Jähne, A. Vogts, A. Denker, H. Wildhagen, E. Fornasiero, S. Rizzoli, The EMBO Journal 37 (2018).
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S.M. Truckenbrodt, A. Viplav, S. Jähne, A. Vogts, A. Denker, H. Wildhagen, E. Fornasiero, S. Rizzoli, The EMBO Journal 37 (2018).
2018 | Published | Journal Article | IST-REx-ID: 146 |
The dynamics of root cap sloughing in Arabidopsis is regulated by peptide signalling
C.L. Shi, D. von Wangenheim, U. Herrmann, M. Wildhagen, I. Kulik, A. Kopf, T. Ishida, V. Olsson, M.K. Anker, M. Albert, M.A. Butenko, G. Felix, S. Sawa, M. Claassen, J. Friml, R.B. Aalen, Nature Plants 4 (2018) 596–604.
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C.L. Shi, D. von Wangenheim, U. Herrmann, M. Wildhagen, I. Kulik, A. Kopf, T. Ishida, V. Olsson, M.K. Anker, M. Albert, M.A. Butenko, G. Felix, S. Sawa, M. Claassen, J. Friml, R.B. Aalen, Nature Plants 4 (2018) 596–604.