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Ryan Orendorff

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Building a compiler and processor for fast processing of encrypted dataLambdaConf 20252025-05-12
Claims a toolchain that takes C, compiles it to a compact FHE instruction set, and runs on a parasol virtual processor with a compiler from C to FHE. Uses…
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Building Private And Secure Applications Easily Using The Sunscreen FHE Compiler&RustLambdaConf 20242024-05-04
Claims a usable pipeline that compiles Rust into real FHE programs using the Sunscreen FHE compiler and runs demos on AWS. Shows concrete types like Cipher<T>…
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Building private and secure applications easily.Scale By the Bay 20232023-11-13
The Sunscreen FHE compiler compiles Rust into programs that run on encrypted data, auto-generating BFV parameters and a runtime that produces keys and…
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Functional Programming + Dependent Types ≡ Verified Linear..Scale By the Bay 20212021-10-28
Claims that representing matrices as functions plus dependent types yields verified linear algebra with proofs in Agda; implements matrices as linear functions…
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Scale By the Bay 2021 intro video by Ryan OrendorffScale By the Bay 20212021-10-28
Claims that functional programming plus dependent types yields verified linear algebra by representing matrices as matrix-free functions between vector spaces…
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Programming machine learning algorithms in hardware, sanely, using Haskell and Rust!Scale By the Bay 20202020-11-12
Clash (a Haskell-like language) compiles a dependently-typed neural network (GADTs, type-level naturals) into FPGA logic and a Cyclone V runs a five-layer…
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Using Dependent Types in Mathematical Optimization AlgorithmsLambdaConf 20192019-06-05
Uses dependent types in Haskell to encode matrix and vector shapes so linear-algebra calls are type-checked, implements convex optimization (proximal /…
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Introduction to Linear Type Systems and Linear HaskellLambdaConf 20182018-06-03
Claims that linear types let the compiler guarantee resource protocols rather than runtime checks, demonstrated by a Linear Haskell extension that rejects…
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Deforestation and Program FusionLambdaConf 20172017-05-25
Explains how GHC uses rewrite rules to eliminate intermediate lists so high‑level code runs like hand‑tuned loops: foldr/build fusion turns map+sum into a…
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