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scholar.google.com
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My Google Scholar Profile
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arxiv.org
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Unlabeled Data Can Provably Enhance In-Context Learning of Transformers
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arxiv.org
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Greedy Sampling Is Provably Efficient For RLHF
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arxiv.org
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Chain-of-Thought Enhanced Shallow Transformers for Wireless Symbol Detection
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arxiv.org
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Augmenting Online RL with Offline Data is All You Need:
A Unified Hybrid RL Algorithm Design and Analysis
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arxiv.org
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How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias
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arxiv.org
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On the Training Convergence of Transformers for In-Context Classification
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arxiv.org
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Decision Feedback In-Context Symbol Detection over Block-Fading Channels
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arxiv.org
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A Shared Low-Rank Adaptation Approach to Personalized RLHF
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arxiv.org
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Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning
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arxiv.org
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On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery
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arxiv.org
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Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups
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arxiv.org
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Non-asymptotic Convergence of Training Transformers for Next-token Prediction
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arxiv.org
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Efficient Prompt Optimization Through the Lens of Best Arm Identification
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arxiv.org
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Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
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arxiv.org
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Average Reward Reinforcement Learning for Wireless Radio Resource Management
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arxiv.org
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Federated Representation Learning in the Under-Parameterized Regime
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arxiv.org
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Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games
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ieeexplore.ieee.org
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Towards General Function Approximation in Nonstationary Reinforcement Learning
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ieeexplore.ieee.org
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Advancing RAN Slicing with Offline Reinforcement Learning
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arxiv.org
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Federated Q-Learning: Linear Regret Speedup with Low Communication Cost
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arxiv.org
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Provably Efficient UCB-type Algorithms For Learning Predictive State Representations
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arxiv.org
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Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
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arxiv.org
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Provably Efficient Algorithm for Nonstationary Low-Rank MDPs
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ieeexplore.ieee.org
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Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets
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ieeexplore.ieee.org
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Joint User Association and Wireless Scheduling with Smaller Time-Scale Rate Adaptation
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arxiv.org
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Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
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arxiv.org
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Federated Linear Contextual Bandits with User-level Differential Privacy
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arxiv.org
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Non-stationary Reinforcement Learning under General Function Approximation
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arxiv.org
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Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources
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ieeexplore.ieee.org
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Exploiting Feature Heterogeneity for Improved Generalization in Federated Multi-task Learning
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arxiv.org
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Reward Teaching for Federated Multi-Armed Bandits
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arxiv.org
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Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-free RL
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openreview.net
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Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs
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arxiv.org
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FLORAS: Differentially Private Wireless Federated Learning Using Orthogonal Sequences
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arxiv.org
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Provable Benefit of Multitask Representation Learning in Reinforcement Learning
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arxiv.org
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On Federated Learning with Energy Harvesting Clients
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arxiv.org
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Random Orthogonalization for Federated Learning in Massive MIMO Systems
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arxiv.org
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Federated Linear Contextual Bandits
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proceedings.neurips.cc
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Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization
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ieeexplore.ieee.org
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Adaptive Surveillance Testing for Efficient Infection Rate Estimation
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spiedigitallibrary.org
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Pooled Testing with Compressive Sensing
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arxiv.org
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Federated Multi-armed Bandits with Personalization
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github.com
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Code
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arxiv.org
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Stochastic Linear Contextual Bandits with Diverse Contexts
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arxiv.org
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Decentralized Multi-player Multi-armed Bandits with No Collision Information
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arxiv.org
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Timely Synchronization with Sporadic Status Changes
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arxiv.org
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Information Freshness for Timely Detection of Status Changes
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arxiv.org
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Adaptive Coding for Information Freshness in a Two-user Broadcast Erasure Channel
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arxiv.org
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Online Learning with Diverse User Preferences
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arxiv.org
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Using Erasure Feedback for Online Timely Updating with an Energy Harvesting Sensor
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arxiv.org
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Age-Optimal Transmission of Rateless Codes in an Erasure Channel
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arxiv.org
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Online Timely Status Updates with Erasures for Energy Harvesting Sensors
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arxiv.org
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Cost-aware Cascading Bandits
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arxiv.org
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To Skip or to Switch? Minimizing Age of Information under Link Capacity Constraint
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arxiv.org
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Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Best-Effort and Save-and-Transmit
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arxiv.org
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Sending Information Through Status Updates
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arxiv.org
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Age-Minimal Online Policies for Energy Harvesting Sensors with Random Battery Recharges
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arxiv.org
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Optimal Status Updating for an Energy Harvesting Sensor with a Noisy Channel
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arxiv.org
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Age-Minimal Online Policies for Energy Harvesting Sensors with Incremental Battery Recharges
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ieeexplore.ieee.org
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Graph-based Multiple-Line Outage Identification in Power Transmission Systems
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ieeexplore.ieee.org
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Optimum PMU Placement for Power System State Estimation
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ieeexplore.ieee.org
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Optimizing Age-of-Information and Energy Efficiency Tradeoff for Mobile Pushing Notifications
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ieeexplore.ieee.org
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Optimal Transmission for Energy Harvesting Nodes under Battery Size and Usage Constraints
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ieeexplore.ieee.org
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Optimal Status Updating to Minimize Age of Information with an Energy Harvesting Source
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ieeexplore.ieee.org
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Distributed Estimation of a Spatially Correlated Random Field in Decentralized Sensor Networks
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ieeexplore.ieee.org
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Optimum Poisson Sensing with Energy Harvesting Power Sources
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ieeexplore.ieee.org
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Optimal Energy Management for Energy Harvesting Transmitters under Battery Usage Constraint
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ieeexplore.ieee.org
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A Non-Asymptotic Achievable Rate for the AWGN Energy-Harvesting Channel using Save-and-Transmit
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ieeexplore.ieee.org
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Optimal Energy Efficient Level Set Estimation of Spatially-Temporally Correlated Random Fields
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ieeexplore.ieee.org
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Optimal Level Set Estimation of a Time-Varying Random Field under a Power Constraint
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ieeexplore.ieee.org
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Online Throughput Maximization in an Energy-Harvesting Multiple Access Channel with Fading
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ieeexplore.ieee.org
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Optimal Sensing of a Time-Varying Random Event with Energy Harvesting Power Sources
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ieeexplore.ieee.org
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Adaptive Sensing Scheduling for Energy Harvesting Sensors with Finite Battery
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ieeexplore.ieee.org
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The Effects of Flooding Attacks on Time-Critical Communications in the Smart Grid
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jemdoc.jaboc.net
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jemdoc
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