Research papers / Artificial intelligence |
| Winner-take-all autoencoders | | | |
| A roadmap towards machine intelligence | | | |
| Is the brain a good model for machine intelligence? | | | |
| Concrete problems in ai safety | | | |
Research papers / Big Data |
| The pathologies of big data | | | |
Research papers / Category theory |
| Backprop as Functor: A compositional perspective on supervised learning - Brendan Fong, David I. Spivak, Rémy Tuyéras (2017) | | | |
| The Algebra of Open and Interconnected Systems - Brendan Fong (2016) | | | |
Research papers / Compilers |
| Writing parsers like it is 2017 | | | |
| Calculating correct compilers (2015) | | | |
| An incremental approach to compiler construction | | | |
| Dynamo: a transparent dynamic optimization system | | | |
Research papers / Computer science |
| The Case for Learned Index Structures (2017) | | | |
| Squeak makes a good python debugger (2017) | 0 | over 7 years ago | |
| Dat - Distributed Dataset Synchronisation and Versioning (2017) | 530 | almost 3 years ago | |
| Robots take over the world (2007) | | | |
| Let’s go to the whiteboard: (2007) | | | |
| How and why software developers use drawings | | | |
| How complex systems fail | | | |
| How to make ad-hoc polymorphism less ad hoc | | | |
| Challenges to adopting stronger consistency at scale | | | |
| Naked objects | | | |
| Three measurement problems | | | |
| A hub-based labeling algorithm for shortest paths on road networks | | | |
Research papers / Computer vision |
| An analysis of single-layer networks in unsupervised feature learning | | | Interesting paper about how using weaker classifiers (kmeans) can get comparable results to more sophisticated ones like deep neural nets with the decisions made before training a model like statistical whitening, picking a large number of features, etc |
| Viola jones robust real-time object detection | | | Real time face detection method most cameras use today, discusses ensemble learning methods (adaboost) and a clever way to detect features in one O(n) pre-processing step |
| Example-based photometric stereo: shape reconstruction with general, varying brdfs | | | Discusses how you can reconstruct an objects 3d shape just by analyzing how light reflects off an object's surface |
| Mask r-cnn | | | |
Research papers / Concurrency |
| Beautiful concurrency (2007) | | | |
Research papers / Databases |
| Simplicial Databases - David I. Spivak (2009) | | | |
Research papers / Deep Learning |
| Evolution strategies as a scalable alternative to reinforcement learning (2017) | | | |
Research papers / Design |
| Yond human abilities | | | |
Research papers / Functional programming |
| How to make ad-hoc polymorphism less ad hoc (1988) | | | |
| Lazy functional state threads (1994) | | | Accessible introduction to the machinery underneath ST and IO |
| The countdown problem (2002) | | | |
| Functional program to solve sudoku (2006) | | | |
| Infinite sets that admit fast exhaustive search (2007) | | | |
| Applicative programming with effects (2008) | | | |
| Data types a la carte (2008) | | | |
| Parallel Functional Arrays (2017) | | | |
| Trees that grow | | | |
| Super compilation by evaluation | | | |
| Cache Efficient Functional Algorithms | | | |
| Breaking through the normalisation barrier: a self-interpreter for f-omega | | | |
| Typed self-evaluation via intensional type functions | | | |
| Freer monads, more extensible effects | | | |
| The Genuine Sieve of Eratosthenes | | | |
Research papers / Garbage collection |
| Lively linear lisp -- 'look ma, no garbage! | | | |
| Thermodynamics and garbage collection | | | |
Research papers / Haskell |
| Linear-Time Suffix Array Implementation in Haskell (2014) | | | |
Research papers / Machine Learning |
| AutoAugment: Learning Augmentation Policies from Data (2018) | | | |
| Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm (2017) | | | |
| Neural Machine Translation and Sequence-to-sequence Models: A Tutorial (2017) | | | |
| Deep voice: real-time neural text-to-speech (2017) | | | |
| Dropout: a simple way to prevent neural networks from overfitting (2014) | | | |
| A Unifying Review of Linear Gaussian Models (1998) | | | |
| Gaussian processes for big data | | | |
| Adversarial Patch | | | |
| A few useful things to know about machine learning | | | |
| The high-interest credit card of technical debt | | | |
| InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets | | | |
Research papers / Math |
| Polynomial exact-3-sat solving algorithm | | | |
| The language and grammar of mathematics | | | |
| Comprehending Monads | | | |
| Notation as a tool of thought | | | |
| A Mathematical Theory of Communication | | | |
| Graph isomorphism in quasipolynomial time | | | |
| On proof and progress in mathematics | | | |
| Introduction to categories and categorical logic | | | |
| A notion of a computational step for partial combinatory algebras | | | |
| Reading mathematics | | | |
| Quotients homophones des groupes libres homophonic quotients of free groups | | | |
| A beginner’s guide to forcing | | | |
| A lagrangian dual approach to the generalized kyp lemma | | | |
| What is good mathematics? (2007) | | | |
| On the dimensionality of spacetime | | | |
| A cohomological viewpoint on elementary school arithmetic | | | |
| Beta reduction is invariant, indeed | | | |
| Sketch of a Programme | | | |
| A naturalist account of the limited, and hence reasonable, effectiveness of mathematics in physics (2015) | | | |
Research papers / Neural networks |
| Neural Ordinary Differential Equations (2018) | | | |
| Neural networks and deep learning | | | |
| Learning without forgetting | | | |
| Neural turing machine | | | |
| Densely connected convolutional networks | | | |
| Overcoming catastrophic forgetting in neural networks | | | |
| Pathnet: evolution channels gradient descent in super neural networks | | | |
Research papers / Operating systems |
| NixOS: A purely Functional Linux Distribution (2010) | | | |
| Urbit: A Solid-State Interpreter (2016) | | | |
Research papers / Physics |
| Hamiltonian for the zeros of the Riemann Zeta function (2016) | | | |
| General Relativity and Cosmology: Unsolved Questions and Future Directions (2016) | | | |
| There are no particles, there are only fields (2012) | | | |
| Would Bohr be born if Bohm were born before Born? (2007) | | | |
| The holographic solution - why general relativity must be understood in terms of strings (2004) | | | |
| Measurement of subpicosecond time intervals between two photons by Interference (1987) | | | |
| Bertlmann’s socks and the nature of reality (1981) | | | |
| More is different (1972) | | | |
| On the Einstein Podolsky Rosen Paradox (1964) | | | |
| Deterministic Nonperiodic Flow (1962) | | | |
| There's Plenty of Room at the Bottom (1959) | | | |
| Forms of Relativistic Dynamics (1949) | | | |
| What is life? (1944) | | | |
| Can Quantum-Mechanical Description of Physical Reality Be Considered Complete? (1935) | | | |
| Possible Existence of a Neutron (1932) | | | |
| On the electrodynamics of moving bodies (1905) | | | |
Research papers / Programming languages |
| Using closures for code generation | | | |
Research papers / Programming |
| Scripting: higher level programming for the 21st century | | | |
| Notes on postmodern programming | | | |
| Recursive make considered harmful | | | |
| Kademlia: a peer-to-peer information system based on the xor metric | | | |
| Equal rights for functional objects or, the more things change, the more they are the same | | | |
| What every programmer should know about memory | | | |
| The c standard formalised in coq | | | |
| An analysis and survey of the development of Mutation testing | | | |
| The Purely Functional Software Deployment Model | | | |
Research papers / Psychedelics |
| Crystal structure of an lsd-bound human serotonin receptor | | | |
| Towards a biophysical understanding of hallucinogen action (2007) | | | |
Research papers / Reverse engineering |
| Reverse compilation techniques | | | |
Research papers / Security |
| Some thoughts on security after ten years of qmail 1.0 | | | |
| Comparative Analysis of Machine-Learning IDS methodologies to detect DDOS (2019) | | | |
Research papers / Statistics |
| Probabilistic machine learning and artificial intelligence | | | |
Research papers / System design |
| Systems approaches to tackling configuration errors: a survey | | | |
Research papers / Type theory |
| The Syntax and Semantics of Quantitative Type Theory (2018) | | | |
| Computational Higher Type Theory I: Abstract Cubical Realizability (2016) | | | |
| Cubical Type Theory: a constructive interpretation of the univalence axiom (2016) | | | |
| Lambda Calculi with Types (1992) | | | |
| Propositions as types | | | |
| The derivative of a regular type is its type of one-hole contexts | | | |
| On the meanings of the logical constants and the justifications of the logical laws | | | |
Research papers / Virtualization |
| Virtual machine monitors: current technology and future trends | | | |
Research papers / Web |
| Breaking the browser language barrier (2017) | | | |
Research papers / Other |
| Tor: The Second-Generation Onion Router | | | |
| |
| arXiv | | | |
| Papers we love | | | |
| arXiv sanity preserver | | | |
| Research in production | 209 | over 7 years ago | |
| Awesome deep learning papers | 2,880 | over 1 year ago | |
| Summaries and notes on deep learning research papers | 4,416 | over 7 years ago | |
| Google Brain Team | | | |
| Inspire | | | |
| PLOS | | | |
| Apple Machine Learning Research | | | |
research-papers 
candlewill/dialog_corpus
microsoft/cntk
crazyhottommy/chip-seq-analysis
kengz/openai_lab
pkmital/tensorflow_tutorials
lanagarmire/deepprog
adbar/german-nlp
ujjwalkarn/datasciencer
allenai/allennlp
terryum/tensorflow_exercises
codingtrain/machine-learning
mrdrozdov-github/rabbit-holes
balavenkatesh3322/audio-pretrained-model