article-journal | Learning And Signal Processing

Graph Transformers and Stabilized Reinforcement Learning for Large-Scale Dynamic Routing Modulation and Spectrum Allocation in Elastic Optical Networks

Thu, 01 Jan 2026 00:00:00 +0000

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GT-MilliNoise: Graph transformer for point-wise denoising of indoor millimetre-wave point clouds

Thu, 01 Jan 2026 00:00:00 +0000

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Impact of Connectivity on Laplacian Representations in Reinforcement Learning

Thu, 01 Jan 2026 00:00:00 +0000

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MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning

Thu, 01 Jan 2026 00:00:00 +0000

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A Clustering Approach to Unveil User Similarities in 6 df Extended Reality Applications

Wed, 01 Jan 2025 00:00:00 +0000

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Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds

Wed, 01 Jan 2025 00:00:00 +0000

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Bures-Wasserstein Flow Matching for Graph Generation

Wed, 01 Jan 2025 00:00:00 +0000

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Effects of Random Edge-Dropping on Over-Squashing in Graph Neural Networks

Wed, 01 Jan 2025 00:00:00 +0000

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From In Silico to In Vitro: Evaluating Molecule Generative Models for Hit Generation

Wed, 01 Jan 2025 00:00:00 +0000

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Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes

Wed, 01 Jan 2025 00:00:00 +0000

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LGDC: Latent Graph Diffusion via Spectrum-Preserving Coarsening

Wed, 01 Jan 2025 00:00:00 +0000

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Near-Optimal Sample Complexity in Reward-Free Kernel-Based Reinforcement Learning

Wed, 01 Jan 2025 00:00:00 +0000

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Reinforcement Learning Using known Invariances

Wed, 01 Jan 2025 00:00:00 +0000

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The impact of intrinsic rewards on exploration in Reinforcement Learning

Wed, 01 Jan 2025 00:00:00 +0000

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The impact of intrinsic rewards on exploration in Reinforcement Learning

Wed, 01 Jan 2025 00:00:00 +0000

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A Survey of Temporal Credit Assignment in Deep Reinforcement Learning

Mon, 01 Jan 2024 00:00:00 +0000

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AGAR - Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects

Mon, 01 Jan 2024 00:00:00 +0000

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Assessing the Zero-Shot Capabilities of LLMs for Action Evaluation in RL

Mon, 01 Jan 2024 00:00:00 +0000

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Information-Theoretic Characterizations of Generalization Error for the Gibbs Algorithm

Mon, 01 Jan 2024 00:00:00 +0000

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Learning Algorithm Generalization Error Bounds via Auxiliary Distributions

Mon, 01 Jan 2024 00:00:00 +0000

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NAVIX: Scaling MiniGrid Environments with JAX

Mon, 01 Jan 2024 00:00:00 +0000

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A Survey of Temporal Credit Assignment in Deep Reinforcement Learning

Sun, 01 Jan 2023 00:00:00 +0000

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AGAR: Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects

Sun, 01 Jan 2023 00:00:00 +0000

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Image embedding and user multi-preference modeling for data collection sampling

Sun, 01 Jan 2023 00:00:00 +0000

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MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation

Sun, 01 Jan 2023 00:00:00 +0000

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Online Network Source Optimization with Graph-Kernel MAB

Sun, 01 Jan 2023 00:00:00 +0000

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An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift

Sat, 01 Jan 2022 00:00:00 +0000

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Explaining Hierarchical Features in Dynamic Point Cloud Processing

Sat, 01 Jan 2022 00:00:00 +0000

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Information-theoretic Characterizations of Generalization Error for the Gibbs Algorithm

Sat, 01 Jan 2022 00:00:00 +0000

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Learning Algorithm Generalization Error Bounds via Auxiliary Distributions

Sat, 01 Jan 2022 00:00:00 +0000

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Machine Learning for Multimedia Communications

Sat, 01 Jan 2022 00:00:00 +0000

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Semi-Counterfactual Risk Minimization Via Neural Networks

Sat, 01 Jan 2022 00:00:00 +0000

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Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm

Fri, 01 Jan 2021 00:00:00 +0000

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Characterizing the Generalization Error of Gibbs Algorithm with Symmetrized KL information

Fri, 01 Jan 2021 00:00:00 +0000

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From 3-DoF to 6-DoF: New Metrics to Analyse Users Behaviour in Immersive Applications

Fri, 01 Jan 2021 00:00:00 +0000

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Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms

Fri, 01 Jan 2021 00:00:00 +0000

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Spatio-temporal Graph-RNN for Point Cloud Prediction

Fri, 01 Jan 2021 00:00:00 +0000

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Differentiable Linear Bandit Algorithm

Wed, 01 Jan 2020 00:00:00 +0000

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Do Users Behave Similarly in VR? Investigation of the User Influence on the System Design

Wed, 01 Jan 2020 00:00:00 +0000

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Graph signal processing for machine learning: A review and new perspectives

Wed, 01 Jan 2020 00:00:00 +0000

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Graph Signal Processing for Machine Learning: A Review and New Perspectives

Wed, 01 Jan 2020 00:00:00 +0000

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Introduction to the Best Papers from the ACM Multimedia Systems (MMSys) 2019 and Co-Located Workshops

Wed, 01 Jan 2020 00:00:00 +0000

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Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms

Wed, 01 Jan 2020 00:00:00 +0000

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Large Database Compression Based on Perceived Information

Wed, 01 Jan 2020 00:00:00 +0000

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Adaptive Streaming in Interactive Multiview Video Systems

Tue, 01 Jan 2019 00:00:00 +0000

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Error Analysis on Graph Laplacian Regularized Estimator

Tue, 01 Jan 2019 00:00:00 +0000

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Laplacian-regularized graph bandits: Algorithms and theoretical analysis

Tue, 01 Jan 2019 00:00:00 +0000

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Representation Learning on Graphs: A Reinforcement Learning Application

Tue, 01 Jan 2019 00:00:00 +0000

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State2vec: Off-Policy Successor Features Approximators

Tue, 01 Jan 2019 00:00:00 +0000

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Adaptive Streaming in Interactive Multiview Video Systems

Mon, 01 Jan 2018 00:00:00 +0000

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Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming

Mon, 01 Jan 2018 00:00:00 +0000

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Graph-Based Recommendation System

Mon, 01 Jan 2018 00:00:00 +0000

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IRSA Transmission Optimization via Online Learning

Mon, 01 Jan 2018 00:00:00 +0000

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QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming

Mon, 01 Jan 2018 00:00:00 +0000

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Spherical clustering of users navigating 360° content

Mon, 01 Jan 2018 00:00:00 +0000

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The Sum-Rate-Distortion Region of Correlated Gauss-Markov Sources

Mon, 01 Jan 2018 00:00:00 +0000

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Improved Utility-Based Congestion Control for Delay-Constrained Communication

Sun, 01 Jan 2017 00:00:00 +0000

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Optimal Representations for Adaptive Streaming in Interactive Multiview Video Systems

Sun, 01 Jan 2017 00:00:00 +0000

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Price-based Controller for Quality-Fair HTTP Adaptive Streaming (Extended Version)

Sun, 01 Jan 2017 00:00:00 +0000

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Price-Based Controller for Utility-Aware HTTP Adaptive Streaming

Sun, 01 Jan 2017 00:00:00 +0000

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Finite Length Performance of Random Slotted ALOHA Strategies

Fri, 01 Jan 2016 00:00:00 +0000

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In-Network View Synthesis for Interactive Multiview Video Systems

Fri, 01 Jan 2016 00:00:00 +0000

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Optimal Representations for Adaptive Streaming in Interactive Multi-View Video Systems

Fri, 01 Jan 2016 00:00:00 +0000

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Improved Utility-based Congestion Control for Low-Delay Communication

Thu, 01 Jan 2015 00:00:00 +0000

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In-Network View Synthesis for Interactive Multiview Video Systems

Thu, 01 Jan 2015 00:00:00 +0000

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Optimal layered representation for adaptive interactive multiview video streaming

Thu, 01 Jan 2015 00:00:00 +0000

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Optimal Layered Representation for Adaptive Interactive Multiview Video Streaming

Thu, 01 Jan 2015 00:00:00 +0000

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Optimal Selection of Adaptive Streaming Representations

Thu, 01 Jan 2015 00:00:00 +0000

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Optimized Packet Scheduling in Multiview Video Navigation Systems

Thu, 01 Jan 2015 00:00:00 +0000

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Prioritized Random MAC Optimization via Graph-based Analysis

Thu, 01 Jan 2015 00:00:00 +0000

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Prioritized Random MAC Optimization Via Graph-Based Analysis

Thu, 01 Jan 2015 00:00:00 +0000

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Resource Allocation and Performance Analysis for Multiuser Video Transmission Over Doubly Selective Channels

Thu, 01 Jan 2015 00:00:00 +0000

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Correlation-Aware Packet Scheduling in Multi-Camera Networks

Wed, 01 Jan 2014 00:00:00 +0000

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Optimized Adaptive Streaming Representations based on System Dynamics

Wed, 01 Jan 2014 00:00:00 +0000

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Optimized Packet Scheduling in Multiview Video Navigation Systems

Wed, 01 Jan 2014 00:00:00 +0000

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Multicriteria Optimization of Access Selection to Improve the Quality of Experience in Heterogeneous Wireless Access Networks

Tue, 01 Jan 2013 00:00:00 +0000

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Uplink Resource Management for Multiuser OFDM Video Transmission Systems: Analysis and Algorithm Design

Tue, 01 Jan 2013 00:00:00 +0000

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Channel Coding Optimization Based on Slice Visibility for Transmission of Compressed Video over OFDM Channels

Sun, 01 Jan 2012 00:00:00 +0000

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Multi-View Video Packet Scheduling

Sun, 01 Jan 2012 00:00:00 +0000

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Does Fast Adaptive Modulation Always Outperform Slow Adaptive Modulation?

Sat, 01 Jan 2011 00:00:00 +0000

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Rate-Distortion Curve Evaluation for Cross-Layer Optimization in Progressive Video Transmission

Fri, 01 Jan 2010 00:00:00 +0000

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Channel Coding for Progressive Images in a 2-D Time-Frequency OFDM Block With Channel Estimation Errors

Thu, 01 Jan 2009 00:00:00 +0000

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