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54 Results
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Poster
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Wed 6:00 |
Unconstrained MAP Inference, Exponentiated Determinantal Point Processes, and Exponential Inapproximability Naoto Ohsaka |
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Poster
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Wed 6:00 |
Online probabilistic label trees Marek Wydmuch · Kalina Jasinska-Kobus · Devanathan Thiruvenkatachari · Krzysztof Dembczynski |
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Poster
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Tue 18:30 |
PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming Alexander Lew · Monica Agrawal · David Sontag · Vikash Mansinghka |
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Poster
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Thu 7:30 |
Latent variable modeling with random features Gregory Gundersen · Michael Zhang · Barbara Engelhardt |
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Poster
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Thu 7:30 |
Automatic structured variational inference Luca Ambrogioni · Kate Lin · Emily Fertig · Sharad Vikram · Max Hinne · Dave Moore · Marcel van Gerven |
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Poster
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Wed 6:00 |
Efficient Statistics for Sparse Graphical Models from Truncated Samples Arnab Bhattacharyya · Rathin Desai · Sai Ganesh Nagarajan · Ioannis Panageas |
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Poster
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Tue 18:30 |
Minimax Estimation of Laplacian Constrained Precision Matrices Jiaxi Ying · José Vinícius de Miranda Cardoso · Daniel Palomar |
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Poster
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Wed 6:00 |
Calibrated Adaptive Probabilistic ODE Solvers Nathanael Bosch · Philipp Hennig · Filip Tronarp |
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Poster
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Tue 18:30 |
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent Frederik Kunstner · Raunak Kumar · Mark Schmidt |
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Poster
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Tue 18:30 |
Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances Hunter Lang · Aravind Reddy Talla · David Sontag · Aravindan Vijayaraghavan |
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Poster
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Thu 7:30 |
Measure Transport with Kernel Stein Discrepancy Matthew Fisher · Tui Nolan · Matthew Graham · Dennis Prangle · Chris Oates |
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Poster
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Tue 14:00 |
Accelerating Metropolis-Hastings with Lightweight Inference Compilation Feynman Liang · Nimar Arora · Nazanin Tehrani · Yucen Li · Michael Tingley · Erik Meijer |