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Found 5 papers, 0 papers with code
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
Real-world multi-agent systems are often dynamic and continuous, where the agents co-evolve and undergo changes in their trajectories and interactions over time.
Fast Sampling via De-randomization for Discrete Diffusion Models
Despite its success in continuous spaces, discrete diffusion models, which apply to domains such as texts and natural languages, remain under-studied and often suffer from slow generation speed.
Bitformer: An efficient Transformer with bitwise operation-based attention for Big Data Analytics at low-cost low-precision devices
By forging this innovative path, we bridge the gap between high-performing models and resource-scarce environments, thus unveiling a promising trajectory for further advancements in the field.
Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs
The sample complexity of our algorithm only has a polylogarithmic dependence on the planning horizon and therefore is "horizon-free".
Rate-Energy Balanced Precoding Design for SWIPT based Two-Way Relay Systems
It is analyzed that given a non-negative value of CD, the achieved harvested energy for the proposed balanced precoder is higher than that for the perfect interference alignment (IA) precoder.
Information Theory Information Theory
