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Number of items: 23.

A

Ahilan, Sanjeevan; (2021) Structures for Sophisticated Behaviour: Feudal Hierarchies and World Models. Doctoral thesis (Ph.D), UCL (University College London). Green open access
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Aitchison, L; Jegminat, J; Menendez, JA; Pfister, J-P; Pouget, A; Latham, PE; (2021) Synaptic plasticity as Bayesian inference. Nature Neuroscience , 24 pp. 565-571. 10.1038/s41593-021-00809-5. Green open access
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Amjad, Jaweria; Lyu, Zhaoyan; Rodrigues, Miguel RD; (2021) Regression with Deep Neural Networks: Generalization Error Guarantees, Learning Algorithms, and Regularizers. In: 2021 29th European Signal Processing Conference (EUSIPCO). (pp. pp. 1481-1485). IEEE: Dublin, Ireland. Green open access
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B

Beiran, M; Dubreuil, AM; Valente, A; Mastrogiuseppe, F; Ostojic, S; (2021) Shaping Dynamics With Multiple Populations in Low-Rank Recurrent Networks. Neural Computation , 33 (6) pp. 1572-1615. 10.1162/neco_a_01381. Green open access
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D

Duncker, L; Sahani, M; (2021) Dynamics on the manifold: Identifying computational dynamical activity from neural population recordings. Current Opinion in Neurobiology , 70 pp. 163-170. 10.1016/j.conb.2021.10.014. Green open access
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Duncker, Lea; (2021) Dynamical structure in neural population activity. Doctoral thesis (Ph.D), UCL (University College London). Green open access
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Duncker, L; Driscoll, L; Shenoy, K; Sahani, M; Susillo, D; (2021) Organizing recurrent network dynamics by task-computation to enable continual learning. In: Advances in Neural Information Processing Systems 33. NeurIPS Green open access
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F

Fernandez, T; Gretton, A; Rindt, D; Sejdinovic, D; (2021) A Kernel Log-Rank Test of Independence for Right-Censored Data. Journal of the American Statistical Association 10.1080/01621459.2021.1961784.

Fernández, T; Rivera, N; (2021) A reproducing kernel Hilbert space log-rank test for the two-sample problem. Scandinavian Journal of Statistics: Theory and Applications , 48 (4) pp. 1384-1432. 10.1111/sjos.12496. Green open access
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G

Glaser, P; Arbel, M; Gretton, A; (2021) KALE Flow: A Relaxed KL Gradient Flow for Probabilities with Disjoint Support. In: Ranzato, M and Beygelzimer, A and Dauphin, Y and Liang, PS and Wortman Vaughan, J, (eds.) Advances in Neural Information Processing Systems 34 (NeurIPS 2021). (pp. pp. 8018-8031). NeurIPS Green open access
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Gothner, T; Gonçalves, PJ; Sahani, M; Linden, JF; Hildebrandt, KJ; (2021) Sustained Activation of PV+ Interneurons in Core Auditory Cortex Enables Robust Divisive Gain Control for Complex and Naturalistic Stimuli. Cerebral Cortex , 31 (5) pp. 2364-2381. 10.1093/cercor/bhaa347. Green open access
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L

Li, Y; Pogodin, R; Sutherland, DJ; Gretton, A; (2021) Self-Supervised Learning with Kernel Dependence Maximization. In: Advances in Neural Information Processing Systems 34 (NeurIPS 2021). (pp. pp. 15543-15556). NeurIPS Green open access
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M

Marx, A; Gretton, A; Mooij, JM; (2021) A Weaker Faithfulness Assumption based on Triple Interactions. In: Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence. (pp. pp. 451-460). Proceedings of Machine Learning Research: Online conference. Green open access
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Mastouri, Afsaneh; Zhu, Yuchen; Gultchin, Limor; Korba, Anna; Silva, Ricardo; Kusner, Matt J; Gretton, Arthur; (2021) Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction. In: Meila, M and Zhang, T, (eds.) Proceedings of the 38 th International Conference on Machine Learning. (pp. pp. 1-12). PMLR Green open access
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Meunier, Dimitri; Alquier, Pierre; (2021) Meta-Strategy for Learning Tuning Parameters with Guarantees. Entropy , 23 (10) , Article 1257. 10.3390/e23101257. Green open access
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P

Pogodin, R; Mehta, Y; Lillicrap, TP; Latham, PE; (2021) Towards Biologically Plausible Convolutional Networks. In: Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021). NeurIPs (In press). Green open access
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Poort, J; Wilmes, KA; Blot, A; Chadwick, A; Sahani, M; Clopath, C; Mrsic-Flogel, TD; ... Khan, AG; + view all (2021) Learning and attention increase visual response selectivity through distinct mechanisms. Neuron 10.1016/j.neuron.2021.11.016. (In press). Green open access
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S

Schwarz, J; Jayakumar, SM; Pascanu, R; Latham, PE; Teh, YW; (2021) Powerpropagation: A sparsity inducing weight reparameterisation. In: Proceedings of the Thirty-fifth Conference on Neural Information Processing Systems. NeurIPS (In press). Green open access
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Soulat, H; Keshavarzi, S; Margrie, TW; Sahani, M; (2021) Probabilistic Tensor Decomposition of Neural Population Spiking Activity. In: Ranzato, M and Beygelzimer, A and Dauphin, Y and Liang, PS and Wortman Vaughan, J, (eds.) Advances in Neural Information Processing Systems 34 (NeurIPS 2021). (pp. pp. 15969-15980). NeurIPS Green open access
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Susman, L; Mastrogiuseppe, F; Brenner, N; Barak, O; (2021) Quality of internal representation shapes learning performance in feedback neural networks. Physical Review Research , 3 , Article 013176. 10.1103/PhysRevResearch.3.013176. Green open access
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T

Trautmann, EM; O'Shea, DJ; Sun, X; Marshel, JH; Crow, A; Hsueh, B; Vesuna, S; ... Shenoy, KV; + view all (2021) Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface. Nature Communications , 12 (1) , Article 3689. 10.1038/s41467-021-23884-5. Green open access
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X

Xu, Wenkai; (2021) Advances in Non-parametric Hypothesis Testing with Kernels. Doctoral thesis (Ph.D), UCL (University College London). Green open access
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Z

Zamfir, Elena; (2021) Investigating the complexity of interactions between attributions and beliefs: evidence from a novel task. Doctoral thesis (Ph.D), UCL (University College London). Green open access
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This list was generated on Mon Aug 15 01:39:09 2022 BST.