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  • 2023

    Noise-Aware Statistical Inference with Differentially Private Synthetic Data

    Räisä, O., Jälkö, J., Kaski, S. & Honkela, A., 2023, Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023. Ruiz, F., Dy, J. & van de Meent, J.-W. (eds.). JMLR, p. 3620-3643 (Proceedings of Machine Learning Research; vol. 206).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference

    Bharti, A., Naslidnyk, M., Key, O., Kaski, S. & Briol, F. X., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 2289-2312 24 p. (Proceedings of Machine Learning Research; vol. 202).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    4 Citations (Scopus)
    44 Downloads (Pure)
  • Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning

    Ji, S. & Marttinen, P., 2023, Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. Vlachos, A. & Augenstein, I. (eds.). Association for Computational Linguistics, p. 589–598

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Reader: Model-based language-instructed reinforcement learning

    Dainese, N., Marttinen, P. & Ilin, A., 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics, p. 16583–16599

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    2 Citations (Scopus)
    75 Downloads (Pure)
  • Simplified Temporal Consistency Reinforcement Learning

    Zhao, Y., Zhao, W., Boney, R., Kannala, J. & Pajarinen, J., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 42227-42246 20 p. (Proceedings of Machine Learning Research; vol. 202).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    1 Citation (Scopus)
    44 Downloads (Pure)
  • Suicidal Pedestrian : Generation of Safety-Critical Scenarios for Autonomous Vehicles

    Yang, Y., Kujanpää, K., Babadi, A., Pajarinen, J. & Ilin, A., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. IEEE, p. 1983-1988 6 p. 739. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
    2 Citations (Scopus)
  • THÖR-Magni: Comparative Analysis of Deep Learning Models for Role-conditioned Human Motion Prediction

    De Almeida, T. R., Rudenko, A., Schreiter, T., Zhu, Y., Maestro, E. G., Morillo-Mendez, L., Kucner, T. P., Martinez Mozos, O., Magnusson, M., Palmieri, L., Arras, K. O. & Lilienthal, A. J., 25 Dec 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. IEEE, p. 2192-2201 10 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    5 Citations (Scopus)
  • Variational Gaussian filtering via Wasserstein gradient flows

    Corenflos, A. & Abdulsamad, H., 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. European Association For Signal and Image Processing, p. 1838-1842 5 p. (European Signal Processing Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Weak Supervision and Clustering-Based Sample Selection for Clinical Named Entity Recognition

    Sun, W., Ji, S., Denti, T., Moen, H., Kerro, O., Rannikko, A., Marttinen, P. & Koskinen, M., 2023, Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track - European Conference, ECML PKDD 2023, Proceedings. De Francisci Morales, G., Bonchi, F., Perlich, C., Ruchansky, N., Kourtellis, N. & Baralis, E. (eds.). Springer, p. 444-459 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14174 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    1 Citation (Scopus)
    26 Downloads (Pure)
  • Zero-Shot Assistance in Sequential Decision Problems

    De Peuter, S. & Kaski, S., 27 Jun 2023, AAAI-23 Technical Tracks 10 . Williams, B., Chen, Y. & Neville, J. (eds.). AAAI Press, p. 11551-11559 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 10).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
  • 2022

    Approximate Bayesian Computation with Domain Expert in the Loop

    Bharti, A., Filstroff, L. & Kaski, S., 2022, Proceedings of the 39th International Conference on Machine Learning. JMLR, p. 1893-1905 (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Compositional Generalization in Grounded Language Learning via Induced Model Sparsity

    Spilsbury, S. & Ilin, A., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Student Research Workshop. Association for Computational Linguistics, p. 143-155 13 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Computational Rationality as a Theory of Interaction

    Oulasvirta, A., Jokinen, J. P. P. & Howes, A., 29 Apr 2022, ACM SIGCHI annual conference on human factors in computing systems. ACM, 359

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    47 Citations (Scopus)
    336 Downloads (Pure)
  • Deconfounded Representation Similarity for Comparison of Neural Networks

    Cui, T., Kumar, Y., Marttinen, P. & Kaski, S., 2022, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Morgan Kaufmann Publishers, 14 p. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling?

    Putkonen, A., Nioche, A., Tanskanen, V., Klami, A. & Oulasvirta, A., 7 Apr 2022, UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. ACM, p. 179-190 12 p. (UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    2 Citations (Scopus)
    61 Downloads (Pure)
  • Investigating Positive and Negative Qualities of Human-in-the-Loop Optimization for Designing Interaction Techniques

    Chan, L., Liao, Y. C., Mo, G. B., Dudley, J. J., Cheng, C. L., Kristensson, P. O. & Oulasvirta, A., 28 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, 14 p. 112. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
    25 Citations (Scopus)
  • Learning Trajectories of Hamiltonian Systems with Neural Networks

    Haitsiukevich, K. & Ilin, A., 7 Sept 2022, Artificial Neural Networks and Machine Learning – ICANN 2022. Pimenidis, E., Aydin, M., Angelov, P., Jayne, C. & Papaleonidas, A. (eds.). Bristol, UK: Springer, p. 562–573 12 p. (Lecture Notes in Computer Science; vol. 13529).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    1 Citation (Scopus)
    48 Downloads (Pure)
  • Non-separable spatio-temporal graph kernels via SPDEs

    Nikitin, A., John, S., Solin, A. & Kaski, S., 2022, Proceedings of The 25th International Conference on Artificial Intelligence and Statistics. JMLR, p. 10640-10660 (Proceedings of Machine Learning Research; vol. 151).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Parallel MCMC Without Embarrassing Failures

    Augusto de Souza, D., Parente Paiva Mesquita, D., Kaski, S. & Acerbi, L., 2022, Proceedings of The 25th International Conference on Artificial Intelligence and Statistics. JMLR, p. 1786-1804 (Proceedings of Machine Learning Research; vol. 151).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Personalized Game Difficulty Prediction Using Factorization Machines

    Kristensen, J. T., Guckelsberger, C., Burelli, P. & Hämäläinen, P., 28 Oct 2022, UIST '22: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology. ACM, 13 p. 88

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
    3 Citations (Scopus)
  • Provably expressive temporal graph networks

    Souza, A. H., Mesquita, D., Kaski, S. & Garg, V., 2022, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Morgan Kaufmann Publishers, 13 p. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Rediscovering Affordance: A Reinforcement Learning Perspective

    Liao, Y. C., Todi, K., Acharya, A., Keurulainen, A., Howes, A. & Oulasvirta, A., 29 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, 15 p. 362

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    10 Citations (Scopus)
  • Robust and Deployable Gesture Recognition for Smartwatches

    Kunwar, U., Borar, S., Berghofer, M., Kylmälä, J., Aslan, I., Leiva, L. A. & Oulasvirta, A., 22 Mar 2022, 27th International Conference on Intelligent User Interfaces, IUI 2022. ACM, p. 277-291 15 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    5 Citations (Scopus)
    130 Downloads (Pure)
  • 2021

    Adapting User Interfaces with Model-based Reinforcement Learning

    Todi, K., Leiva, L., Bailly, G. & Oulasvirta, A., 6 May 2021, CHI '21: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems: Making Waves, Combining Strengths. ACM, 13 p. 573

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    68 Citations (Scopus)
    182 Downloads (Pure)
  • An adaptive model of gaze-based selection

    Chen, X., Acharya, A., Oulasvirta, A. & Howes, A., 6 May 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM, 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    25 Citations (Scopus)
    131 Downloads (Pure)
  • Conversations with GUIs

    Todi, K., Leiva, L. A., Buschek, D., Tian, P. & Oulasvirta, A., 28 Jun 2021, DIS 2021 - Proceedings of the 2021 ACM Designing Interactive Systems Conference: Nowhere and Everywhere. ACM, p. 1447-1457 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    10 Citations (Scopus)
    184 Downloads (Pure)
  • De-randomizing MCMC dynamics with the diffusion Stein operator

    Shen, Z., Heinonen, M. & Kaski, S., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Neural Information Processing Systems Foundation, p. 17507-17517 11 p. (Advances in Neural Information Processing Systems; vol. 21).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    4 Citations (Scopus)
    60 Downloads (Pure)
  • Federated Stochastic Gradient Langevin Dynamics

    El Mekkaoui, K., Parente Paiva Mesquita, D., Blomstedt, P. & Kaski, S., Dec 2021, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence. JMLR, p. 1703-1712 10 p. (Proceedings of Machine Learning Research ; no. 161).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Modeling Gliding-based Target Selection for Blind Touchscreen Users

    Ko, Y. J., Putkonen, A., Aydin, A. S., Feiz, S., Wang, Y., Ashok, V., Ramakrishnan, I., Oulasvirta, A. & Bi, X., 27 Sept 2021, MobileHCI '21: Proceedings of the 23rd International Conference on Mobile Human-Computer Interactionn: Mobile Apart, MobileTogether. ACM, p. 1-14 14 p. 29

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    2 Citations (Scopus)
    204 Downloads (Pure)
  • Modeling Risky Choices in Unknown Environments

    Tanskanen, V., Rajani, C., Afrabandpey, H., Putkonen, A., Nioche, A. & Klami, A., 1 May 2021, Proceedings of The 13th Asian Conference on Machine Learning. Balasubramanian, V. N. & Tsang, I. (eds.). JMLR, Vol. 157. p. 1081-1096 16 p. (Proceedings of Machine Learning Research; vol. 157).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Preferential Batch Bayesian Optimization

    Siivola, E., Dhaka, A. K., Andersen, M. R., González, J., Moreno, P. G. & Vehtari, A., 15 Nov 2021, Proceedings of 31st International Workshop on Machine Learning for Signal Processing, MLSP 2021. IEEE, p. 1-6 6 p. 9596494. (Machine learning for signal processing).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    13 Citations (Scopus)
  • Spatio-temporal variational Gaussian processes

    Hamelijnck, O., Wilkinson, W., Loppi, N., Solin, A. & Damoulas, T., 2021, Advances in Neural Information Processing Systems 34 (NeurIPS 2021). Morgan Kaufmann Publishers, 13 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Touchscreen typing as optimal supervisory control

    Jokinen, J. P. P., Acharya, A., Uzair, M., Jiang, X. & Oulasvirta, A., 6 May 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM, 14 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    35 Citations (Scopus)
    95 Downloads (Pure)
  • Uncertainty-aware Sensitivity Analysis Using Rényi Divergences

    Paananen, T., Andersen, M. & Vehtari, A., 12 Dec 2021, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence. JMLR, p. 1185-1194 (Proceedings of Machine Learning Research ; vol. 161).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    2 Citations (Scopus)
    44 Downloads (Pure)
  • 2020

    GRIDS: Interactive Layout Design with Integer Programming

    Todi, K., Dayama, N., Saarelainen, T. & Oulasvirta, A., 21 Apr 2020, CHI 2020 - Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. Honolulu, HI, USA: ACM, 13 p. 3376553

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    47 Citations (Scopus)
    425 Downloads (Pure)
  • How We Type: Eye and Finger Movement Strategies in Mobile Typing

    Jiang, X., Li, Y., Jokinen, J. P. P., Hirvola, V. B., Oulasvirta, A. & Ren, X., 21 Apr 2020, CHI 2020 - Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. ACM, 3376711

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    20 Citations (Scopus)
    207 Downloads (Pure)
  • Learning Global Pairwise Interactions with Bayesian Neural Networks

    Cui, T., Marttinen, P. & Kaski, S., 24 Aug 2020, ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). IOS Press, p. 1087-1094 8 p. ( Frontiers in Artificial Intelligence and Applications; vol. 325).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    8 Citations (Scopus)
    53 Downloads (Pure)
  • Learning spectrograms with convolutional spectral kernels

    Shen, Z., Heinonen, M. & Kaski, S., 2020, The 23rd International Conference on Artificial Intelligence and Statistics. Chiappa, S. & Calandra, R. (eds.). JMLR, p. 3826-3836 10 p. (Proceedings of Machine Learning Research; vol. 108).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Projective Preferential Bayesian Optimization

    Mikkola, P., Todorovic, M., Järvi, J., Rinke, P. & Kaski, S., 21 Nov 2020, 37th International Conference on Machine Learning, ICML 2020. International Machine Learning Society , p. 6840-6848 9 p. (Proceedings of Machine Learning Research).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    8 Citations (Scopus)
    64 Downloads (Pure)
  • Rethinking pooling in graph neural networks

    Mesquita, D., Souza, A. & Kaski, S., 2020, Advances in Neural Information Processing Systems 33 pre-proceedings (NeurIPS 2020). Morgan Kaufmann Publishers, (Advances in neural information processing systems; vol. 33).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • 2019

    Active Learning for Decision-Making from Imbalanced Observational Data

    Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2019, 36th International Conference on Machine Learning, ICML 2019. JMLR, p. 10578-10587 10 p. (Proceedings of Machine Learning Research; vol. 97).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Embarrassingly parallel MCMC using deep invertible transformations

    Mesquita, D., Blomstedt, P. & Kaski, S., 2019, Proceedings of The 35th Uncertainty in Artificial Intelligence Conference. JMLR, (Proceedings of Machine Learning Research ; vol. 115).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    5 Citations (Scopus)
    65 Downloads (Pure)
  • Machine Teaching of Active Sequential Learners

    Peltola, T., Çelikok, M. M., Daee, P. & Kaski, S., 28 Nov 2019, 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, p. 11202-11213 12 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Scalable Bayesian non-linear matrix completion

    Qin, X., Blomstedt, P. & Kaski, S., 1 Jan 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). IJCAI, p. 3275-3281 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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  • Subword RNNLM approximations for out-of-vocabulary keyword search

    Singh, M., Virpioja, S., Smit, P. & Kurimo, M., 1 Jan 2019, Proceedings of Interspeech. International Speech Communication Association (ISCA), Vol. 2019-September. p. 4235-4239 5 p. (Interspeech - Annual Conference of the International Speech Communication Association).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    3 Citations (Scopus)
    113 Downloads (Pure)
  • Transparent pronunciation scoring using articulatorily weighted phoneme edit distance

    Karhila, R., Smolander, A. R., Ylinen, S. & Kurimo, M., 1 Jan 2019, Proceedings of Interspeech. International Speech Communication Association (ISCA), Vol. 2019-September. p. 1866-1870 5 p. (Interspeech - Annual Conference of the International Speech Communication Association).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    10 Citations (Scopus)
    216 Downloads (Pure)