Search Results - "Budden, David"

A Global Social Media Survey of Attitudes to Human Genome Editing by McCaughey, Tristan, Sanfilippo, Paul G., Gooden, George E.C., Budden, David M., Fan, Li, Fenwick, Eva, Rees, Gwyneth, MacGregor, Casimir, Si, Lei, Chen, Christine, Liang, Helena Hai, Baldwin, Timothy, Pébay, Alice, Hewitt, Alex W.

“…Ongoing breakthroughs with CRISPR/Cas-based editing could potentially revolutionize modern medicine, but there are many questions to resolve about the ethical…”
Get full text

A Need for Better Understanding Is the Major Determinant for Public Perceptions of Human Gene Editing by McCaughey, Tristan, Budden, David M, Sanfilippo, Paul G, Gooden, George E C, Fan, Li, Fenwick, Eva, Rees, Gwyneth, MacGregor, Casimir, Si, Lei, Chen, Christine, Liang, Helena Hai, Pébay, Alice, Baldwin, Timothy, Hewitt, Alex W

“…The CRISPR/Cas system could provide an efficient and reliable means of editing the human genome and has the potential to revolutionize modern medicine;…”
Get more information

Information theoretic approaches for inference of biological networks from continuous-valued data by Budden, David M, Crampin, Edmund J

“…Characterising programs of gene regulation by studying individual protein-DNA and protein-protein interactions would require a large volume of high-resolution…”
Get full text

Distributed gene expression modelling for exploring variability in epigenetic function by Budden, David M, Crampin, Edmund J

“…Predictive gene expression modelling is an important tool in computational biology due to the volume of high-throughput sequencing data generated by recent…”
Get full text

Predictive modelling of gene expression from transcriptional regulatory elements by Budden, David M, Hurley, Daniel G, Crampin, Edmund J

“…Predictive modelling of gene expression provides a powerful framework for exploring the regulatory logic underpinning transcriptional regulation. Recent…”
Get full text

Addressing the non-functional requirements of computer vision systems: a case study by Fenn, Shannon, Mendes, Alexandre, Budden, David M.

“…Computer vision plays a major role in most autonomous systems and is particularly fundamental within the robotics industry, where vision data are the main…”
Get full text

Language Individuation and Marker Words: Shakespeare and His Maxwell's Demon by Marsden, John, Budden, David, Craig, Hugh, Moscato, Pablo

“…Within the structural and grammatical bounds of a common language, all authors develop their own distinctive writing styles. Whether the relative occurrence of…”
Get full text

Virtual Reference Environments: a simple way to make research reproducible by Hurley, Daniel G, Budden, David M, Crampin, Edmund J

“…'Reproducible research' has received increasing attention over the past few years as bioinformatics and computational biology methodologies become more…”
Get full text

RoboCup Simulation Leagues: Enabling Replicable and Robust Investigation of Complex Robotic Systems by Budden, David M., Wang, Peter, Obst, Oliver, Prokopenko, Mikhail

“…Physically realistic simulated environments are powerful platforms for enabling measurable, replicable, and statistically robust investigation of complex…”
Get full text

Predicting expression: the complementary power of histone modification and transcription factor binding data by Budden, David M, Hurley, Daniel G, Cursons, Joseph, Markham, John F, Davis, Melissa J, Crampin, Edmund J

“…Transcription factors (TFs) and histone modifications (HMs) play critical roles in gene expression by regulating mRNA transcription. Modelling frameworks have…”
Get full text

FlexDM: Simple, parallel and fault-tolerant data mining using WEKA by Flannery, Madison, Budden, David M, Mendes, Alexandre

“…With the continued exponential growth in data volume, large-scale data mining and machine learning experiments have become a necessity for many researchers…”
Get full text

NAIL, a software toolset for inferring, analyzing and visualizing regulatory networks by Hurley, Daniel G, Cursons, Joseph, Wang, Yi Kan, Budden, David M, Print, Cristin G, Crampin, Edmund J

“…The wide variety of published approaches for the problem of regulatory network inference makes using multiple inference algorithms complex and time-consuming…”
Get full text

NAIL, a software toolset for inferring, analyzing and visualizing regulatory networks by Hurley, Daniel G, Cursons, Joseph, Kan Wang, Yi, Budden, David M, Print, Cristin G, Crampin, Edmund J

Get full text

Modelling the conditional regulatory activity of methylated and bivalent promoters by Budden, David M, Hurley, Daniel G, Crampin, Edmund J

“…Predictive modelling of gene expression is a powerful framework for the in silico exploration of transcriptional regulatory interactions through the…”
Get full text

Cautionary Tales of Inapproximability by Budden, David, Jones, Mitchell

“…Modeling biology as classical problems in computer science allows researchers to leverage the wealth of theoretical advancements in this field. Despite…”
Get more information

Grandmaster level in StarCraft II using multi-agent reinforcement learning by Vinyals, Oriol, Babuschkin, Igor, Czarnecki, Wojciech M., Mathieu, Michaël, Dudzik, Andrew, Chung, Junyoung, Choi, David H., Powell, Richard, Ewalds, Timo, Georgiev, Petko, Oh, Junhyuk, Horgan, Dan, Kroiss, Manuel, Danihelka, Ivo, Huang, Aja, Sifre, Laurent, Cai, Trevor, Agapiou, John P., Jaderberg, Max, Vezhnevets, Alexander S., Leblond, Rémi, Pohlen, Tobias, Dalibard, Valentin, Budden, David, Sulsky, Yury, Molloy, James, Paine, Tom L., Gulcehre, Caglar, Wang, Ziyu, Pfaff, Tobias, Wu, Yuhuai, Ring, Roman, Yogatama, Dani, Wünsch, Dario, McKinney, Katrina, Smith, Oliver, Schaul, Tom, Lillicrap, Timothy, Kavukcuoglu, Koray, Hassabis, Demis, Apps, Chris, Silver, David

“…Many real-world applications require artificial agents to compete and coordinate with other agents in complex environments. As a stepping stone to this goal,…”
Get full text

Generative Compression by Santurkar, Shibani, Budden, David, Shavit, Nir

“…Traditional image and video compression algorithms rely on hand-crafted encoder/decoder pairs (codecs) that lack adaptability and are agnostic to the data…”
Get full text

A Combinatorial Perspective on Transfer Learning by Wang, Jianan, Sezener, Eren, Budden, David, Hutter, Marcus, Veness, Joel

“…Human intelligence is characterized not only by the capacity to learn complex skills, but the ability to rapidly adapt and acquire new skills within an…”
Get full text

Online Learning in Contextual Bandits using Gated Linear Networks by Sezener, Eren, Hutter, Marcus, Budden, David, Wang, Jianan, Veness, Joel

“…We introduce a new and completely online contextual bandit algorithm called Gated Linear Contextual Bandits (GLCB). This algorithm is based on Gated Linear…”
Get full text

The CLRS Algorithmic Reasoning Benchmark by Veličković, Petar, Badia, Adrià Puigdomènech, Budden, David, Pascanu, Razvan, Banino, Andrea, Dashevskiy, Misha, Hadsell, Raia, Blundell, Charles

“…Learning representations of algorithms is an emerging area of machine learning, seeking to bridge concepts from neural networks with classical algorithms…”
Get full text