Learning And Signal Processing
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Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds
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Aya Kayal
,
Sattar Vakili
,
Laura Toni
,
Da-shan Shiu
,
Alberto Bernacchia
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Effects of Dropout on Performance in Long-range Graph Learning Tasks
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Jasraj Singh
,
Keyue Jiang
,
Brooks Paige
,
Laura Toni
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Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes
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Keyue Jiang
,
Bohan Tang
,
Xiaowen Dong
,
Laura Toni
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NAVIX: Scaling MiniGrid Environments with JAX
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Eduardo Pignatelli
,
Jarek Liesen
,
Robert T. Lange
,
Chris Lu
,
Pablo Samuel Castro
,
Laura Toni
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Near-Optimal Sample Complexity in Reward-Free Kernel-based Reinforcement Learning
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Aya Kayal
,
Sattar Vakili
,
Laura Toni
,
Alberto Bernacchia
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MilliNoise: a Millimeter-wave Radar Sparse Point Cloud Dataset in Indoor Scenarios
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Walter Brescia
,
Pedro Gomes
,
Laura Toni
,
Saverio Mascolo
,
Luca De Cicco
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Bootstrapped Personalized Popularity for Cold Start Recommender Systems
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Iason Chaimalas
,
Duncan Martin Walker
,
Edoardo Gruppi
,
Benjamin Richard Clark
,
Laura Toni
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Correlation between Entropy and Prediction Error in VR Head Motion Trajectories
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Silvia Rossi
,
Laura Toni
,
Pablo César
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Extending 3-DoF Metrics to Model User Behaviour Similarity in 6-DoF Immersive Applications
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Silvia Rossi
,
Irene Viola
,
Laura Toni
,
Pablo César
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MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation
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Clément Vignac
,
Nagham Osman
,
Laura Toni
,
Pascal Frossard
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