From DevOps to MLOps: Overview and application to electricity market forecasting

R Subramanya, S Sierla, V Vyatkin - Applied Sciences, 2022 - mdpi.com
In the Software Development Life Cycle (SDLC), Development and Operations (DevOps)
has been proven to deliver reliable, scalable software within a shorter time. Due to the …

Improved bounds for the sunflower lemma

R Alweiss, S Lovett, K Wu, J Zhang - … of the 52nd Annual ACM SIGACT …, 2020 - dl.acm.org
A sunflower with r petals is a collection of r sets so that the intersection of each pair is equal
to the intersection of all. Erdős and Rado proved the sunflower lemma: for any fixed r, any …

Cryptographic hashing from strong one-way functions (or: One-way product functions and their applications)

J Holmgren, A Lombardi - 2018 IEEE 59th annual symposium …, 2018 - ieeexplore.ieee.org
Constructing collision-resistant hash families (CRHFs) from one-way functions is a long-
standing open problem and source of frustration in theoretical cryptography. In fact, there are …

Multi-collision resistance: a paradigm for keyless hash functions

N Bitansky, YT Kalai, O Paneth - Proceedings of the 50th Annual ACM …, 2018 - dl.acm.org
We introduce a new notion of multi-collision resistance for keyless hash functions. This is a
natural relaxation of collision resistance where it is hard to find multiple inputs with the same …

Finding a Nash equilibrium is no easier than breaking Fiat-Shamir

AR Choudhuri, P Hubáček, C Kamath… - Proceedings of the 51st …, 2019 - dl.acm.org
The Fiat-Shamir heuristic transforms a public-coin interactive proof into a non-interactive
argument, by replacing the verifier with a cryptographic hash function that is applied to the …

The complexity of splitting necklaces and bisecting ham sandwiches

A Filos-Ratsikas, PW Goldberg - Proceedings of the 51st Annual ACM …, 2019 - dl.acm.org
We resolve the computational complexity of two problems known as Necklace Splitting and
Discrete Ham Sandwich, showing that they are PPA-complete. For Necklace Splitting, this …

Consensus halving is PPA-complete

A Filos-Ratsikas, PW Goldberg - Proceedings of the 50th Annual ACM …, 2018 - dl.acm.org
We show that the computational problem Consensus Halving is PPA-Complete, the first PPA-
Completeness result for a problem whose definition does not involve an explicit circuit. We …

[PDF][PDF] Total functions in the polynomial hierarchy

R Kleinberg, O Korten, D Mitropolsky… - 12th Innovations in …, 2021 - drops.dagstuhl.de
We identify several genres of search problems beyond NP for which existence of solutions is
guaranteed. One class that seems especially rich in such problems is PEPP (for" polynomial …

Collision resistant hashing for paranoids: Dealing with multiple collisions

I Komargodski, M Naor, E Yogev - … on the Theory and Applications of …, 2018 - Springer
A collision resistant hash (CRH) function is one that compresses its input, yet it is hard to find
a collision, ie a x_1 ≠ x_2 x 1≠ x 2 st h (x_1)= h (x_2) h (x 1)= h (x 2). Collision resistant …

Black-Box PPP Is Not Turing-Closed

N Fleming, S Grosser, T Pitassi, R Robere - Proceedings of the 56th …, 2024 - dl.acm.org
The complexity class PPP contains all total search problems many-one reducible to the
Pigeon problem, where we are given a succinct encoding of a function mapping n+ 1 …