Solve the Physical & Social Bottlenecks, or Watch Your AI Plans Stall for Years

Trust systems and aligned workflows unlock AI value in companies, helping teams ship tools people adopt and use daily. AI ...
IEEE

Beam Alignment for Non-Stationary Environments Using a Novel Time-Varying Structured Bandit

Abstract: In this paper, we study beam alignment which is effective in non-stationary environments. Specifically, we first present a novel multi-armed bandit method, time-varying structured bandits, ...
GitHub

TWILIGHT: Tall and Wide Alignments at High Throughput

TWILIGHT adopts the progressive alignment algorithm (Fig. 1c) and employs tiling strategies to band alignments (Fig. 1e). Combined with a divide-and-conquer technique (Fig. 1a), a novel heuristic ...
IEEE

Private Sample Alignment for Vertical Federated Learning: An Efficient and Reliable Realization

Abstract: Sample alignment is recognized as a vital component of vertical federated learning, which facilitates the integration of differential samples and high-quality model training. In this trend, ...