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Statistical Science, ISSN 0883-4237, 11/2012, Volume 27, Issue 4, pp. 450 - 468
Journal Article
Foundations and Trends in Computer Graphics and Vision, ISSN 1572-2740, 2014, Volume 8, Issue 2-3, pp. 85 - 283
Journal Article
2011 International Conference on Computer Vision, ISSN 1550-5499, 11/2011, pp. 2651 - 2658
Invariant representations in object recognition systems are generally obtained by pooling feature vectors over spatially local neighborhoods. But pooling is... 
Training | Dictionaries | Image coding | Benchmark testing | Feature extraction | Encoding | Vectors
Conference Proceeding
Journal Article
SIAM Journal on Optimization, ISSN 1052-6234, 2013, Volume 23, Issue 4, pp. 2124 - 2149
Journal Article
SIAM Journal on Optimization, ISSN 1052-6234, 2015, Volume 25, Issue 1, pp. 115 - 129
Given a convex optimization problem and its dual, there are many possible firstorder algorithms. In this paper, we show the equivalence between mirror descent... 
Conditional gradient | Subgradient | Nonsmooth optimization | MIRROR-DESCENT | MATHEMATICS, APPLIED | LINEAR INVERSE PROBLEMS | SHRINKAGE | subgradient | FRAMEWORK | ALGORITHMS | conditional gradient | CONVEX-OPTIMIZATION | RULES | nonsmooth optimization | Mathematics | Optimization and Control | Machine Learning | Computer Science
Journal Article
Foundations and Trends in Machine Learning, ISSN 1935-8237, 2013, Volume 6, Issue 2-3, pp. 145 - 373
Submodular functions are relevant to machine learning for at least two reasons: (1) some problems may be expressed directly as the optimization of submodular... 
Learning | Machine learning | Polyhedrons | Minimization | Mathematical models | Convexity | Combinatorial analysis | Optimization
Journal Article
Electronic Journal of Statistics, ISSN 1935-7524, 2010, Volume 4, pp. 384 - 414
Most of the non-asymptotic theoretical work in regression carried out for the square loss, where estimators can be obtained through closed-form expressions. In... 
CONSISTENCY | STATISTICS & PROBABILITY | VARIABLE SELECTION | MODEL SELECTION | LASSO
Journal Article
by Vos, Theo and Abajobir, Amanuel Alemu and Abate, Kalkidan Hassen and Abbafati, Cristiana and Abbas, Kaja M and Abd-Allah, Foad and Abdulkader, Rizwan Suliankatchi and Abdulle, Abdishakur M and Abebo, Teshome Abuka and Abera, Semaw Ferede and Aboyans, Victor and Abu-Raddad, Laith J and Ackerman, Ilana N and Adamu, Abdu Abdullahi and Adetokunboh, Olatunji and Afarideh, Mohsen and Afshin, Ashkan and Agarwal, Sanjay Kumar and Aggarwal, Rakesh and Agrawal, Anurag and Agrawal, Sutapa and Ahmadieh, Hamid and Ahmed, Muktar Beshir and Aichour, Ibtihel and Aichour, Amani Nidhal and Aichour, Miloud Taki Eddine and Aiyar, Sneha and Akinyemi, Rufus Olusola and Akseer, Nadia and Al Lami, Faris Hasan and Alahdab, Fares and Al-Aly, Ziyad and Alam, Khurshid and Alam, Noore and Alam, Tahiya and Alasfoor, Deena and Alene, Kefyalew Addis and Ali, Raghib and Alizadeh-Navaei, Reza and Alkerwi, Ala'a and Alla, François and Allebeck, Peter and Allen, Christine and Al-Maskari, Fatma and Al-Raddadi, Rajaa and Alsharif, Ubai and Alsowaidi, Shirina and Altirkawi, Khalid A and Amare, Azmeraw T and Amini, Erfan and Ammar, Walid and Amoako, Yaw Ampem and Andersen, Hjalte H and Antonio, Carl Abelardo T and Anwari, Palwasha and Ärnlöv, Johan and Artaman, Al and Aryal, Krishna Kumar and Asayesh, Hamid and Asgedom, Solomon W and Assadi, Reza and Atey, Tesfay Mehari and Atnafu, Niguse Tadele and Atre, Sachin R and Avila-Burgos, Leticia and Avokphako, Euripide Frinel G Arthur and Awasthi, Ashish and Bacha, Umar and Badawi, Alaa and Balakrishnan, Kalpana and Banerjee, Amitava and Bannick, Marlena S and Barac, Aleksandra and Barber, Ryan M and Barker-Collo, Suzanne L and Bärnighausen, Till and Barquera, Simon and Barregard, Lars and Barrero, Lope H and Basu, Sanjay and Battista, Bob and Battle, Katherine E and Baune, Bernhard T and Bazargan-Hejazi, Shahrzad and Beardsley, Justin and Bedi, Neeraj and Beghi, Ettore and Béjot, Yannick and Bekele, Bayu Begashaw and Bell, Michelle L and Bennett, Derrick A and Bensenor, Isabela M and Benson, Jennifer and Berhane, Adugnaw and Berhe, Derbew Fikadu and Bernabé, Eduardo and Betsu, Balem Demtsu and Beuran, Mircea and Beyene, Addisu Shunu and Bhala, Neeraj and ... and GBD 2016 Dis Injury Incidence Prev and GBD 2016 Disease and Injury Incidence and Prevalence Collaborators and Institutionen för hälsovetenskaper and Örebro universitet
The Lancet, ISSN 0140-6736, 09/2017, Volume 390, Issue 10100, pp. 1211 - 1259
As mortality rates decline, life expectancy increases, and populations age, non-fatal outcomes of diseases and injuries are becoming a larger component of the... 
MORTALITY | DEPRESSION | CHRONIC PAIN | CLIMATE-CHANGE | DISORDERS | FUTURE | PERSONAL HEALTH-CARE | TRENDS | MEDICINE, GENERAL & INTERNAL | Medicine, Experimental | Medical research | Mental disorders | Disease | Personal health | Mortality | Mental health | Disease control | Risk factors | Studies | Disability | Aging | Age | Public health | Injury analysis | Injuries | Chronic illnesses | Guillain-Barre syndrome | Low back pain | Gout | Disorders | Mental depression | Tropical diseases | Incidence | Ratios | Fertility | Anxiety | Alzheimer's disease | Life expectancy | Population growth | Nutrient deficiency | Neurodegenerative diseases | Violence | Anemia | Regression analysis | Firearms | Self destructive behavior | Hearing loss | Diseases | Charities | Substance use | Hospitals | Tuberculosis | Adults | Cardiovascular diseases | Bayesian analysis | Headache | Populations | Iron | Sexual assault | Demographics | Pain | Remission | Children | Heart diseases | Complications | Aggression | Migraine | Diabetes mellitus | Health risks | Estimates | Life span | Community medicine, Social medicine: 801 | Samfunnsmedisin, sosialmedisin: 801 | Epidemiology medical and dental statistics: 803 | Epidemiologi medisinsk og odontologisk statistikk: 803 | VDP | Helsefag: 800 | Health sciences: 800 | Medisinske Fag: 700 | Medical disciplines: 700 | Global Health Metrics | Clinical Medicine | Allmänmedicin | Medical and Health Sciences | Klinisk medicin | Medicin och hälsovetenskap | General Practice
Journal Article
by Roth, Gregory A and Abate, Kalkidan Hassen and Abate, Degu and Abay, Solomon M and Abbafati, Cristiana and Abbasi, Nooshin and Abbastabar, Hedayat and Abd-Allah, Foad and Abdela, Jemal and Abdelalim, Ahmed and Abdollahpour, Ibrahim and Abdulkader, Rizwan Suliankatchi and Abebe, Zegeye and Abebe, Haftom Temesgen and Abebe, Molla and Abejie, Ayenew Negesse and Abera, Semaw F and Abil, Olifan Zewdie and Abraha, Haftom Niguse and Abrham, Aklilu Roba and Abu-Raddad, Laith Jamal and Accrombessi, Manfred Mario Kokou and Acharya, Dilaram and Adamu, Abdu A and Adebayo, Oladimeji M and Adedoyin, Rufus Adesoji and Adekanmbi, Victor and Adetokunboh, Olatunji O and Adhena, Beyene Meressa and Adib, Mina G and Admasie, Amha and Afshin, Ashkan and Agarwal, Gina and Agesa, Kareha M and Agrawal, Sutapa and Agrawal, Anurag and Ahmadi, Mehdi and Ahmadi, Alireza and Ahmed, Muktar Beshir and Ahmed, Sayem and Aichour, Ibtihel and Aichour, Miloud Taki Eddine and Aichour, Amani Nidhal and Akbari, Mohammad Esmaeil and Akinyemi, Rufus Olusola and Akseer, Nadia and Al-Aly, Ziyad and Al-Eyadhy, Ayman and Al-Raddadi, Rajaa M and Alahdab, Fares and Alam, Tahiya and Alam, Khurshid and Alebel, Animut and Alene, Kefyalew Addis and Alijanzadeh, Mehran and Alizadeh-Navaei, Reza and Aljunid, Syed Mohamed and Alkerwi, Ala'a and Alla, François and Allebeck, Peter and Alonso, Jordi and Altirkawi, Khalid and Alvis-Guzman, Nelson and Amare, Azmeraw T and Aminde, Leopold N and Amini, Erfan and Ammar, Walid and Amoako, Yaw Ampem and Anber, Nahla Hamed and Andrei, Catalina Liliana and Androudi, Sofia and Animut, Megbaru Debalkie and Anjomshoa, Mina and Ansari, Hossein and Ansha, Mustafa Geleto and Antonio, Carl Abelardo T and Anwari, Palwasha and Aremu, Olatunde and Ärnlöv, Johan and Arora, Amit and Arora, Monika and Artaman, Al and Aryal, Krishna K and Asayesh, Hamid and Asfaw, Ephrem Tsegay and Ataro, Zerihun and Atique, Suleman and Atre, Sachin R and Ausloos, Marcel and Avokpaho, Euripide F G A and Awasthi, Ashish and Quintanilla, Beatriz Paulina Ayala and Ayele, Yohanes and Ayer, Rakesh and Azzopardi, Peter S and Babazadeh, Arefeh and Bacha, Umar and Badali, Hamid and Badawi, Alaa and Bali, Ayele Geleto and ... and GBD Causes Death Collaborotors and GBD 2017 Causes of Death Collaborators and Högskolan Dalarna and Akademin Utbildning, hälsa och samhälle and Medicinsk vetenskap
The Lancet, ISSN 0140-6736, 11/2018, Volume 392, Issue 10159, pp. 1736 - 1788
Global development goals increasingly rely on country-specific estimates for benchmarking a nation's progress. To meet this need, the Global Burden of... 
INDIVIDUALS | MEDICINE, GENERAL & INTERNAL | DEMENTIA | ALZHEIMERS-DISEASE | BARRIERS | PRIORITY | PREVALENCE | REGISTRATION | TRENDS | LIFE EXPECTANCY | CHILDREN | Age Distribution | Global Burden of Disease - statistics & numerical data | Humans | Middle Aged | Child, Preschool | Infant | Male | Socioeconomic Factors | Young Adult | Life Expectancy | Global Burden of Disease - trends | Global Health - trends | Adolescent | Global Health - statistics & numerical data | Aged, 80 and over | Sex Distribution | Adult | Cause of Death - trends | Female | Aged | Child | Infant, Newborn | Elderly people | Neonates | Disease | Disorders | Epidemiology | Neoplasms | Risk factors | Autopsy | Fertility | Registration | Skin diseases | Public health | Outdoor air quality | Life expectancy | Population growth | Violence | Mortality | Population statistics | Self destructive behavior | Neurological diseases | Charities | Substance use | Tuberculosis | Surveillance | Death | Adults | Cardiovascular diseases | Sex | Population number | Infections | Demographics | Reduction | Mathematical models | Children | Heart diseases | Injuries | Age | Stroke | Autopsies | Terrorism | Health risks | Police | Estimates | Coronary artery disease | Population (statistical) | Life span | Fatalities | Public good | Cancer | Clinical Medicine | Hälsa och välfärd | Medical and Health Sciences | Klinisk medicin | Medicin och hälsovetenskap | Health and Welfare
Journal Article