Web11 Apr 2024 · Download a PDF of the paper titled Distributed no-regret edge resource allocation with limited communication, by Saad Kriouile and 2 other authors. ... primal-dual algorithm and prove that it achieves sublinear regret and violation; in fact, the achieved bound is of the same order as the best known centralized alternative. Our results are ... WebCommunication Complexity in Locally Private Distribution Estimation and Heavy Hitters with Z. Sun International Conference on Machine Learning (ICML 2024) Distributed Learning with Sublinear Communication with C. De Sa, D. J. Foster, and K. Sridharan International Conference on Machine Learning (ICML 2024) Long Talk (Acceptance: 4.5%)

Secure Sampling with Sublinear Communication - IACR

In cryptography, an oblivious transfer (OT) protocol is a type of protocol in which a sender transfers one of potentially many pieces of information to a receiver, but remains oblivious as to what piece (if any) has been transferred. The first form of oblivious transfer was introduced in 1981 by Michael O. Rabin. In … See more In Rabin's oblivious transfer protocol, the sender generates an RSA public modulus N=pq where p and q are large prime numbers, and an exponent e relatively prime to λ(N) = (p − 1)(q − 1). The sender encrypts the … See more A 1-out-of-n oblivious transfer protocol can be defined as a natural generalization of a 1-out-of-2 oblivious transfer protocol. Specifically, a … See more In the early seventies Stephen Wiesner introduced a primitive called multiplexing in his seminal paper "Conjugate Coding", which was the starting point of quantum cryptography. … See more • k-anonymity • Secure multi-party computation • Zero-knowledge proof • Private information retrieval See more In a 1–2 oblivious transfer protocol, Alice the sender has two messages m0 and m1, and wants to ensure that the receiver only learns one. Bob, the receiver, has a bit b and wishes to receive mb without Alice learning b. The protocol of Even, Goldreich, and Lempel (which … See more k-n Oblivious transfer is a special case of generalized oblivious transfer, which was presented by Ishai and Kushilevitz. In that setting, the sender … See more Protocols for oblivious transfer can be implemented with quantum systems. In contrast to other tasks in quantum cryptography, like quantum key distribution, it has been shown that quantum oblivious transfer cannot be implemented with unconditional … See more Webtools for sublinear distributed learning: 1. We give an algorithm with optimal rates matching (3), with communication poly(N,mq,logd). 2. We extend the sublinear-communication algorithm to give refined guarantees, including instance-dependent small loss bounds for smooth losses, fast rates for strongly convex losses, and optimal brewery in fairfield ct

Distributed sparse normal means estimation with sublinear communication …

Webto imply secure computation protocols for general layered circuits with sublinear communication complexity. To define decomposability, consider the communication … Web12 Apr 2024 · Since the amount of communication per round for the three algorithms is essentially the same, their total communication overheads are proportional to the rounds of communication required. Because DSSAL1 takes far fewer rounds of communication than the other two algorithms (often by considerable margins), we conclude that DSSAL1 is a … WebProjection-free Distributed Online Learning with Sublinear Communication Complexity Yuanyu Wan, Guanghui Wang, Wei-Wei Tu, and Lijun Zhang Journal of Machine Learning Research (JMLR), 23(172):1 - 53, 2024. Efficient Adaptive Online Learning via Frequent Directions Yuanyu ... country singer vocal cords retire